NOTE: PROCEDURE PRINTTO used (Total process time):
      real time           0.00 seconds
      cpu time            0.00 seconds
      

3    
4    libname build
4  ! "C:\Users\yl2269\Dropbox\Yao_Backup\ChicagoBooth_DB\Research_Project\Bank_liquidity\Journal\J
4  ! AR\CodeAndData\01_Build\bd_data";
NOTE: Libref BUILD was successfully assigned as follows: 
      Engine:        V9 
      Physical Name: 
      C:\Users\yl2269\Dropbox\Yao_Backup\ChicagoBooth_DB\Research_Project\Bank_liquidity\Journal\J
      AR\CodeAndData\01_Build\bd_data
5    
6    data sample;
7    set build.banksreturn;
8    if ret~=.;
9    if y>2013;
10   keep rssd9001 date y q ret;
11   run;

NOTE: There were 382211 observations read from the data set BUILD.BANKSRETURN.
NOTE: The data set WORK.SAMPLE has 138196 observations and 5 variables.
NOTE: DATA statement used (Total process time):
      real time           0.04 seconds
      cpu time            0.00 seconds
      

12   
13   proc autoreg data = sample noprint;
NOTE: Writing HTML Body file: sashtml.htm
14       /* Estimate GARCH(1,1) with normally distributed residuals with AUTOREG*/
15      model ret = / garch = ( q=1,p=1 ) ;
16      by rssd9001 y q;
17      output out=Error_Variance HT=sigma_square;
18   
19   run ;

NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1022764 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1025309 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1027004 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1031449 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1032464 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1037003 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1039502 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1048764 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1049828 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1060328 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068025 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1068191 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1069778 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070345 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070448 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070578 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1070644 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071191 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1071397 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1073757 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1074156 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1075612 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076217 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1076262 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1078846 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1079562 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1085170 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1086533 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098303 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098648 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1098844 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1102367 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1109599 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1111435 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1116609 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117129 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1117316 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1119794 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1120754 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1129382 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1130249 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1131787 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1132449 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133286 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1133594 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1139279 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1145476 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199563 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199602 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199611 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1199844 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1206546 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208184 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1208559 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1245068 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1246533 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1247679 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1248078 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249347 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249712 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1249730 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1398807 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1401190 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1562859 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1843080 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1944204 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=1951350 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2125813 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2126977 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2162966 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2260406 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2339133 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2349815 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2365356 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2367921 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2380443 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2389941 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2393274 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2429838 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2461016 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2509413 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2631510 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2634696 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2651590 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2652104 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2744894 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2869733 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2875332 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2907822 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=2925657 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3005332 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3025385 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3065617 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3140288 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3242838 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3306815 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2018 q=3
WARNING: Specified maximum order (1) of DW stat is greater than (or equal to) available number of 
         observations 1.
WARNING: There are zero degrees of freedom for error.
ERROR: No valid model.
NOTE: The above message was for the following BY group:
      rssd9001=3407598 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3475074 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2017 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3555686 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3587146 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3589560 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3650152 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2018 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2018 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3742020 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3843507 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3844269 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2014 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2015 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2016 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3852022 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3854268 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=3973888 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2014 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2015 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2016 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2017 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4028712 y=2018 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2014 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2014 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2015 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2015 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2016 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2016 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2017 q=1
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2017 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2018 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4191465 y=2018 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2014 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2014 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2014 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2014 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2015 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2015 q=2
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2015 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2015 q=4
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2016 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2016 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2016 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2016 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2017 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2017 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2017 q=3
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2017 q=4
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2018 q=1
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2018 q=2
NOTE: Convergence criterion (FCONV=2.220446E-16) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2018 q=3
NOTE: Convergence criterion (ABSGCONV=0.001) satisfied.
NOTE: The above message was for the following BY group:
      rssd9001=4284536 y=2018 q=4
NOTE: The data set WORK.ERROR_VARIANCE has 138195 observations and 6 variables.
NOTE: PROCEDURE AUTOREG used (Total process time):
      real time           6.68 seconds
      cpu time            1.62 seconds
      

20   quit ;
21   
22   data Error_Variance;
23   set Error_Variance;
24   ret_filt=ret/(sigma_square**0.5);
25   run;

NOTE: Missing values were generated as a result of performing an operation on missing values.
      Each place is given by: (Number of times) at (Line):(Column).
      5 at 24:13   5 at 24:27   
NOTE: There were 138195 observations read from the data set WORK.ERROR_VARIANCE.
NOTE: The data set WORK.ERROR_VARIANCE has 138195 observations and 7 variables.
NOTE: DATA statement used (Total process time):
      real time           0.02 seconds
      cpu time            0.00 seconds
      

26   
27   data EV;
28   set error_variance;
29   drop sigma_square ret;
30   run;

NOTE: There were 138195 observations read from the data set WORK.ERROR_VARIANCE.
NOTE: The data set WORK.EV has 138195 observations and 5 variables.
NOTE: DATA statement used (Total process time):
      real time           0.02 seconds
      cpu time            0.00 seconds
      

31   
32   data valid;
33   set ev;
34   count +1;
35   by rssd9001 y q;
36   if first.q then count = 1;
37   run;

NOTE: There were 138195 observations read from the data set WORK.EV.
NOTE: The data set WORK.VALID has 138195 observations and 6 variables.
NOTE: DATA statement used (Total process time):
      real time           0.02 seconds
      cpu time            0.00 seconds
      

38   
39   proc sql;
40   create table valid2 as
41     select *
42      from valid
43       group by rssd9001, y, q
44        having count(*) ge 40;
NOTE: The query requires remerging summary statistics back with the original data.
NOTE: Table WORK.VALID2 created, with 138151 rows and 6 columns.

45   quit;
NOTE: PROCEDURE SQL used (Total process time):
      real time           0.07 seconds
      cpu time            0.01 seconds
      

46   
47   proc sort data=valid2 out=valid3;by rssd9001 DATE;run;

NOTE: There were 138151 observations read from the data set WORK.VALID2.
NOTE: The data set WORK.VALID3 has 138151 observations and 6 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.04 seconds
      cpu time            0.00 seconds
      

48   data valid3; set valid3; by rssd9001 y q; if last.q; qtrcount=1; if y>2013; if y<2019 ; run;

NOTE: There were 138151 observations read from the data set WORK.VALID3.
NOTE: The data set WORK.VALID3 has 2197 observations and 7 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.00 seconds
      

49   
50   proc means data=valid3 noprint;
51   by rssd9001;
52   var qtrcount;
53   output out=valid4 sum=qtrcountsum;
54   run;

NOTE: There were 2197 observations read from the data set WORK.VALID3.
NOTE: The data set WORK.VALID4 has 111 observations and 4 variables.
NOTE: PROCEDURE MEANS used (Total process time):
      real time           0.01 seconds
      cpu time            0.00 seconds
      

55   
56   data valid4;
57   set valid4;
58   if qtrcountsum=20 then validbank=1;
59   keep validbank rssd9001;
60   run;

NOTE: There were 111 observations read from the data set WORK.VALID4.
NOTE: The data set WORK.VALID4 has 111 observations and 2 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.00 seconds
      

61   
62   data ev;
63   merge ev(in=a) valid4;
64   by rssd9001;
65   if a;
66   run;

NOTE: There were 138195 observations read from the data set WORK.EV.
NOTE: There were 111 observations read from the data set WORK.VALID4.
NOTE: The data set WORK.EV has 138195 observations and 6 variables.
NOTE: DATA statement used (Total process time):
      real time           0.04 seconds
      cpu time            0.00 seconds
      

67   
68   data ev;set ev; if validbank=1;run;

NOTE: There were 138195 observations read from the data set WORK.EV.
NOTE: The data set WORK.EV has 130831 observations and 6 variables.
NOTE: DATA statement used (Total process time):
      real time           0.03 seconds
      cpu time            0.00 seconds
      

69   
70   data EV_NW;
71   set ev;
72   rename rssd9001=nwrssd9001;
73   rename ret_filt=nwret_filt;
74   run;

NOTE: There were 130831 observations read from the data set WORK.EV.
NOTE: The data set WORK.EV_NW has 130831 observations and 6 variables.
NOTE: DATA statement used (Total process time):
      real time           0.02 seconds
      cpu time            0.00 seconds
      

75   
76   
77   proc sql;
78     create table pair as
79     select  *
80     from ev left join ev_nw
81     on ev.rssd9001~=ev_nw.nwrssd9001 and ev.date=ev_nw.date
82     order by ev.rssd9001, ev_nw.nwrssd9001, ev.date;
WARNING: Variable DATE already exists on file WORK.PAIR.
WARNING: Variable y already exists on file WORK.PAIR.
WARNING: Variable q already exists on file WORK.PAIR.
WARNING: Variable validbank already exists on file WORK.PAIR.
NOTE: Table WORK.PAIR created, with 13475490 rows and 8 columns.

83   quit;
NOTE: PROCEDURE SQL used (Total process time):
      real time           5.51 seconds
      cpu time            4.89 seconds
      

84   run;
85   
86   
87   data test;
88   set pair;
89   run;

NOTE: There were 13475490 observations read from the data set WORK.PAIR.
NOTE: The data set WORK.TEST has 13475490 observations and 8 variables.
NOTE: DATA statement used (Total process time):
      real time           1.32 seconds
      cpu time            0.61 seconds
      

90   
91   proc varmax data=test outest=est1 ;
92      model ret_filt nwret_filt = / p=1  noint noprint;
93      by rssd9001 nwrssd9001 y q;
94   run;

NOTE: The data set WORK.EST1 has 856960 observations and 8 variables.
NOTE: PROCEDURE VARMAX used (Total process time):
      real time           54.52 seconds
      cpu time            27.65 seconds
      

95   
96   
97   data est1;
98   set est1;
99   NAME_lag=lag(NAME);
100  if NAME="" then NAME=NAME_lag;
101  drop NAME_lag;
102  run;

NOTE: There were 856960 observations read from the data set WORK.EST1.
NOTE: The data set WORK.EST1 has 856960 observations and 8 variables.
NOTE: DATA statement used (Total process time):
      real time           0.19 seconds
      cpu time            0.17 seconds
      

103  
104  
105  data coef;set est1;if TYPE="EST"; drop type; run;

NOTE: There were 856960 observations read from the data set WORK.EST1.
NOTE: The data set WORK.COEF has 428480 observations and 7 variables.
NOTE: DATA statement used (Total process time):
      real time           0.14 seconds
      cpu time            0.03 seconds
      

106  data std;set est1;if TYPE="STD"; rename AR1_1=AR1_1_std; rename AR1_2=AR1_2_std; drop type;
106! run;

NOTE: There were 856960 observations read from the data set WORK.EST1.
NOTE: The data set WORK.STD has 428480 observations and 7 variables.
NOTE: DATA statement used (Total process time):
      real time           0.07 seconds
      cpu time            0.03 seconds
      

107  
108  proc sort data= coef;by rssd9001 nwrssd9001 y q name;run;

NOTE: There were 428480 observations read from the data set WORK.COEF.
NOTE: The data set WORK.COEF has 428480 observations and 7 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.07 seconds
      cpu time            0.03 seconds
      

109  proc sort data= std;by rssd9001 nwrssd9001 y q name;run;

NOTE: There were 428480 observations read from the data set WORK.STD.
NOTE: The data set WORK.STD has 428480 observations and 7 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.07 seconds
      cpu time            0.00 seconds
      

110  
111  data causal;
112  merge coef std;
113  by rssd9001 nwrssd9001 y q name;
114  run;

NOTE: There were 428480 observations read from the data set WORK.COEF.
NOTE: There were 428480 observations read from the data set WORK.STD.
NOTE: The data set WORK.CAUSAL has 428480 observations and 9 variables.
NOTE: DATA statement used (Total process time):
      real time           0.11 seconds
      cpu time            0.00 seconds
      

115  
116  data causal;
117  set causal;
118  cause_1_2=ifn(NAME="nwret_filt",ifn(abs(AR1_1/AR1_1_std)>=1.96,1,0),.);
119  cause_2_1=ifn(NAME="ret_filt",ifn(abs(AR1_2/AR1_2_std)>=1.96,1,0),.);
120  run;

NOTE: There were 428480 observations read from the data set WORK.CAUSAL.
NOTE: The data set WORK.CAUSAL has 428480 observations and 11 variables.
NOTE: DATA statement used (Total process time):
      real time           0.07 seconds
      cpu time            0.00 seconds
      

121  
122  data causal_1_2;
123  set causal;
124  if NAME="nwret_filt";
125  drop AR1_1 AR1_2 AR1_1_std AR1_2_std cause_2_1 name;
126  run;

NOTE: There were 428480 observations read from the data set WORK.CAUSAL.
NOTE: The data set WORK.CAUSAL_1_2 has 214240 observations and 5 variables.
NOTE: DATA statement used (Total process time):
      real time           0.03 seconds
      cpu time            0.00 seconds
      

127  
128  data causal_2_1;
129  set causal;
130  if NAME="ret_filt";
131  drop AR1_1 AR1_2 AR1_1_std AR1_2_std cause_1_2 name;
132  run;

NOTE: There were 428480 observations read from the data set WORK.CAUSAL.
NOTE: The data set WORK.CAUSAL_2_1 has 214240 observations and 5 variables.
NOTE: DATA statement used (Total process time):
      real time           0.03 seconds
      cpu time            0.00 seconds
      

133  
134  data grangercausal;
135  merge causal_1_2 causal_2_1;
136  by rssd9001 nwrssd9001 y q;
137  run;

NOTE: There were 214240 observations read from the data set WORK.CAUSAL_1_2.
NOTE: There were 214240 observations read from the data set WORK.CAUSAL_2_1.
NOTE: The data set WORK.GRANGERCAUSAL has 214240 observations and 6 variables.
NOTE: DATA statement used (Total process time):
      real time           0.05 seconds
      cpu time            0.00 seconds
      

138  
139  data grangercausal;
140  set grangercausal;
141  LCR=0;
142  if RSSD9001=1039502 | RSSD9001=1073757 | RSSD9001=1111435 | RSSD9001=1120754 |
142! RSSD9001=1951350 | RSSD9001=2380443 | RSSD9001=3587146 then LCR=1;
143  
144  nwLCR=0;
145  if nwRSSD9001=1039502 | nwRSSD9001=1073757 | nwRSSD9001=1111435 | nwRSSD9001=1120754 |
145! nwRSSD9001=1951350 | nwRSSD9001=2380443 | nwRSSD9001=3587146 then nwLCR=1;
146  
147  if LCR=0 and nwLCR=1 then cause_1_2_other2LCR=cause_1_2;
148  if LCR=0 and nwLCR=1 then cause_2_1_otherfromLCR=cause_2_1;
149  if LCR=0 and nwLCR=0 then cause_1_2_other2other=cause_1_2;
150  if LCR=0 and nwLCR=0 then cause_2_1_otherfromother=cause_2_1;
151  
152  if LCR=1 and nwLCR=0 then cause_1_2_LCR2other=cause_1_2;
153  if LCR=1 and nwLCR=0 then cause_2_1_LCRfromother=cause_2_1;
154  if LCR=1 and nwLCR=1 then cause_1_2_LCR2LCR=cause_1_2;
155  if LCR=1 and nwLCR=1 then cause_2_1_LCRfromLCR=cause_2_1;
156  
157  if nwlcr=1 then cause_2_1_AllfromLCR=cause_2_1;
158  if nwlcr=0 then cause_2_1_AllfromOther=cause_2_1;
159  
160  run;

NOTE: There were 214240 observations read from the data set WORK.GRANGERCAUSAL.
NOTE: The data set WORK.GRANGERCAUSAL has 214240 observations and 18 variables.
NOTE: DATA statement used (Total process time):
      real time           0.03 seconds
      cpu time            0.00 seconds
      

161  
162  
163  /*Degree of Granger Causality*/
164  
165  proc sort data=grangercausal;by rssd9001 y q;run;

NOTE: There were 214240 observations read from the data set WORK.GRANGERCAUSAL.
NOTE: The data set WORK.GRANGERCAUSAL has 214240 observations and 18 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.07 seconds
      cpu time            0.03 seconds
      

166  proc means data=grangercausal noprint;
167  by rssd9001 y q;
168  var cause_1_2 cause_2_1 cause_1_2_other2LCR cause_1_2_LCR2other cause_1_2_other2other
168! cause_1_2_LCR2LCR cause_2_1_otherfromLCR cause_2_1_otherfromother cause_2_1_LCRfromother
168! cause_2_1_LCRfromLCR cause_2_1_AllfromLCR cause_2_1_AllfromOther;
169  output out=causal_stats sum=cause_1_2_tt cause_2_1_tt cause_1_2_other2LCR cause_1_2_LCR2other
169!  cause_1_2_other2other cause_1_2_LCR2LCR cause_2_1_otherfromLCR cause_2_1_otherfromother
169! cause_2_1_LCRfromother cause_2_1_LCRfromLCR cause_2_1_AllfromLCR cause_2_1_AllfromOther;
170  run;

NOTE: There were 214240 observations read from the data set WORK.GRANGERCAUSAL.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 17 variables.
NOTE: PROCEDURE MEANS used (Total process time):
      real time           0.12 seconds
      cpu time            0.01 seconds
      

171  
172  data causal_stats;
173  set causal_stats;
174  cause_1_2_tt_dummy=ifn(cause_1_2_tt>0,1,0);
175  cause_2_1_tt_dummy=ifn(cause_2_1_tt>0,1,0);
176  cause_1_2_other2LCR_dummy=ifn(cause_1_2_other2LCR>0,1,0);
177  cause_1_2_other2other_dummy=ifn(cause_1_2_other2other>0,1,0);
178  cause_1_2_LCR2LCR_dummy=ifn(cause_1_2_LCR2LCR>0,1,0);
179  cause_2_1_otherfromLCR_dummy=ifn(cause_2_1_otherfromLCR>0,1,0);
180  cause_1_2_LCR2other_dummy=ifn(cause_1_2_LCR2other>0,1,0);
181  drop _type_ _freq_;
182  run;

NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 22 variables.
NOTE: DATA statement used (Total process time):
      real time           0.00 seconds
      cpu time            0.00 seconds
      

183  
184  
185  data nwregvar;
186  set build.nwregvar_no_large_Acquiring;
187  run;

NOTE: There were 6197 observations read from the data set BUILD.NWREGVAR_NO_LARGE_ACQUIRING.
NOTE: The data set WORK.NWREGVAR has 6197 observations and 264 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.00 seconds
      

188  
189  proc sort data=causal_stats;by rssd9001 y q;run;

NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 22 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.00 seconds
      cpu time            0.01 seconds
      

190  proc sort data=nwregvar;by rssd9001 y q;run;

NOTE: There were 6197 observations read from the data set WORK.NWREGVAR.
NOTE: The data set WORK.NWREGVAR has 6197 observations and 264 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.02 seconds
      cpu time            0.03 seconds
      

191  data causal_stats;
192  merge causal_stats(in=a) nwregvar;
193  by rssd9001 y q;
194  run;

NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: There were 6197 observations read from the data set WORK.NWREGVAR.
NOTE: The data set WORK.CAUSAL_STATS has 6251 observations and 283 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.00 seconds
      

195  
196  data causal_stats;
197  set causal_stats;
198  if cause_2_1_tt~=.;
199  run;

NOTE: There were 6251 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 283 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.01 seconds
      

200  
201  data causal_stats;
202  set causal_stats;
203  by rssd9001;
204  if eof1=0  then
205  set causal_stats (firstobs=2 keep=cause_2_1_tt cause_1_2_tt cause_2_1_tt_dummy
205! cause_1_2_tt_dummy
206    cause_1_2_other2LCR_dummy cause_1_2_other2LCR cause_1_2_other2other_dummy
206! cause_1_2_other2other cause_1_2_LCR2LCR_dummy cause_1_2_LCR2LCR
207    cause_2_1_otherfromLCR_dummy cause_2_1_otherfromLCR RSSD9001 y q cause_2_1_allfromlcr
207! cause_2_1_allfromother
208  rename=(cause_2_1_tt=cause_2_1_tt_lead1 cause_1_2_tt=cause_1_2_tt_lead1
208! cause_2_1_tt_dummy=cause_2_1_tt_dummy_lead1 cause_1_2_tt_dummy=cause_1_2_tt_dummy_lead1
208! rssd9001=rssd9001_lead1 y=y_lead1 q=q_lead1
209    cause_1_2_other2LCR_dummy=cause_1_2_other2LCR_dummy_lead1
209! cause_1_2_other2LCR=cause_1_2_other2LCR_lead1
209! cause_1_2_other2other_dummy=cause_1_2_other2other_d_lead1
209! cause_1_2_other2other=cause_1_2_other2other_lead1
209! cause_1_2_LCR2LCR_dummy=cause_1_2_LCR2LCR_dummy_lead1
209! cause_1_2_LCR2LCR=cause_1_2_LCR2LCR_lead1
210    cause_2_1_otherfromLCR_dummy=cause_2_1_otherfromLCR_d_lead1
210! cause_2_1_otherfromLCR=cause_2_1_otherfromLCR_lead1
211    cause_2_1_allfromlcr=cause_2_1_allfromlcr_lead1
211! cause_2_1_allfromother=cause_2_1_allfromother_lead1)) end=eof1;
212  
213  cause_2_1_tt_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) | (y_lead1=y+1 &
213! q=4 & q_lead1=1)), cause_2_1_tt_lead1,.);
214  cause_1_2_tt_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) | (y_lead1=y+1 &
214! q=4 & q_lead1=1)), cause_1_2_tt_lead1,.);
215  
216  cause_2_1_allfromlcr_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
216! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_2_1_allfromlcr_lead1,.);
217  cause_2_1_allfromother_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
217! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_2_1_allfromother_lead1,.);
218  
219  
220  
221  cause_1_2_other2LCR_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
221! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_other2LCR_lead1,.);
222  cause_1_2_other2other_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
222! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_other2other_lead1,.);
223  cause_1_2_LCR2LCR_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
223! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_LCR2LCR_lead1,.);
224  cause_2_1_otherfromLCR_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
224! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_2_1_otherfromLCR_lead1,.);
225  
226  
227  cause_2_1_tt_dummy_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
227! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_2_1_tt_dummy_lead1,.);
228  cause_1_2_tt_dummy_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
228! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_tt_dummy_lead1,.);
229  
230  cause_1_2_other2LCR_dummy_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
230! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_other2LCR_dummy_lead1,.);
231  cause_1_2_other2other_d_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
231! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_other2other_d_lead1,.);
232  cause_1_2_LCR2LCR_dummy_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
232! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_1_2_LCR2LCR_dummy_lead1,.);
233  cause_2_1_otherfromLCR_d_lead1=ifn(rssd9001=rssd9001_lead1 & ((y_lead1=y & q_lead1=q+1) |
233! (y_lead1=y+1 & q=4 & q_lead1=1)), cause_2_1_otherfromLCR_d_lead1,.);
234  
235  drop rssd9001_lead1 y_lead1 q_lead1;
236  run;

NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: There were 2079 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 297 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.03 seconds
      

237  
238  data causal_stats;
239  set causal_stats;
240  post_lag2=ifn(rssd9001=lag(rssd9001) & ((y=lag(y) & q=lag(q)+1) | (y=lag(y)+1 & q=1 &
240! lag(q)=4)), lag(post_lag1),.);
241  post_lag3=ifn(rssd9001=lag(rssd9001) & ((y=lag(y) & q=lag(q)+1) | (y=lag(y)+1 & q=1 &
241! lag(q)=4)), lag(post_lag2),.);
242  post_lag4=ifn(rssd9001=lag(rssd9001) & ((y=lag(y) & q=lag(q)+1) | (y=lag(y)+1 & q=1 &
242! lag(q)=4)), lag(post_lag3),.);
243  
244  trans_improve_15_lag1=ifn(rssd9001=lag(rssd9001) & ((y=lag(y) & q=lag(q)+1) | (y=lag(y)+1 &
244! q=1 & lag(q)=4)), lag(trans_improve_15),.);
245  trans_improve_16_lag1=ifn(rssd9001=lag(rssd9001) & ((y=lag(y) & q=lag(q)+1) | (y=lag(y)+1 &
245! q=1 & lag(q)=4)), lag(trans_improve_16),.);
246  trans_improve_17_lag1=ifn(rssd9001=lag(rssd9001) & ((y=lag(y) & q=lag(q)+1) | (y=lag(y)+1 &
246! q=1 & lag(q)=4)), lag(trans_improve_17),.);
247  run;

NOTE: Missing values were generated as a result of performing an operation on missing values.
      Each place is given by: (Number of times) at (Line):(Column).
      1 at 240:61   1 at 240:76   1 at 241:61   1 at 241:76   1 at 242:61   1 at 242:76
      1 at 244:73   1 at 244:88   1 at 245:73   1 at 245:88   1 at 246:73   1 at 246:88
NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 300 variables.
NOTE: DATA statement used (Total process time):
      real time           0.01 seconds
      cpu time            0.01 seconds
      

248  
249  PROC EXPORT DATA=causal_stats
250              FILE="C:\Users\yl2269\Dropbox\Yao_Backup\ChicagoBooth_DB\Research_Project\Bank_li
250! quidity\Journal\JAR\CodeAndData\02_Analysis\an_data\causal_stats"
251              DBMS=STATA REPLACE;
252  RUN;

NOTE: The export data set has 2080 observations and 300 variables.
NOTE: "C:\Users\yl2269\Dropbox\Yao_Backup\ChicagoBooth_DB\Research_Project\Bank_liquidity\Journal\
      JAR\CodeAndData\02_Analysis\an_data\causal_stats.dta" file was successfully created.
NOTE: PROCEDURE EXPORT used (Total process time):
      real time           0.02 seconds
      cpu time            0.01 seconds
      

253  
254  proc sort data=causal_stats;by y q;run;

NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS has 2080 observations and 300 variables.
NOTE: PROCEDURE SORT used (Total process time):
      real time           0.01 seconds
      cpu time            0.01 seconds
      

255  
256  proc means data=causal_stats noprint;
257  by y q;
258  var cause_1_2_tt cause_2_1_tt cause_1_2_tt_dummy cause_2_1_tt_dummy cause_1_2_other2LCR
258! cause_1_2_LCR2other cause_1_2_other2other cause_1_2_LCR2LCR
259  cause_1_2_other2LCR_dummy cause_1_2_LCR2other_dummy cause_1_2_other2other_dummy
259! cause_1_2_LCR2LCR_dummy cause_2_1_AllfromLCR cause_2_1_AllfromOther;
260  output out=causal_stats_sum sum=cause_1_2_sum cause_2_1_sum cause_1_2_dummy_sum
260! cause_2_1_dummy_sum cause_1_2_other2LCR_sum cause_1_2_LCR2other_sum cause_1_2_other2other_sum
260!  cause_1_2_LCR2LCR_sum
261  cause_1_2_other2LCR_dummy_sum cause_1_2_LCR2other_dummy_sum cause_1_2_other2other_dummy_sum
261! cause_1_2_LCR2LCR_dummy_sum cause_2_1_AllfromLCR_sum cause_2_1_AllfromOther_sum;
262  run;

NOTE: There were 2080 observations read from the data set WORK.CAUSAL_STATS.
NOTE: The data set WORK.CAUSAL_STATS_SUM has 20 observations and 18 variables.
NOTE: PROCEDURE MEANS used (Total process time):
      real time           0.01 seconds
      cpu time            0.00 seconds
      

263  
264  
265  PROC EXPORT DATA=causal_stats_sum
266              FILE="C:\Users\yl2269\Dropbox\Yao_Backup\ChicagoBooth_DB\Research_Project\Bank_li
266! quidity\Journal\JAR\CodeAndData\02_Analysis\an_data\causal_stats_sum "
267              DBMS=xlsx REPLACE;
268  RUN;

NOTE: The export data set has 20 observations and 18 variables.
NOTE: "C:\Users\yl2269\Dropbox\Yao_Backup\ChicagoBooth_DB\Research_Project\Bank_liquidity\Journal\
      JAR\CodeAndData\02_Analysis\an_data\causal_stats_sum.xlsx" file was successfully created.
NOTE: PROCEDURE EXPORT used (Total process time):
      real time           0.03 seconds
      cpu time            0.00 seconds
      

NOTE: SAS Institute Inc., SAS Campus Drive, Cary, NC USA 27513-2414
NOTE: The SAS System used:
      real time           1:19.22
      cpu time            35.85 seconds
      
