
. import sas using "W:\Tutkimusprojektit\Kirjanpito\Dokumentaatio\JAR\Datat\stata_talous_011025.sas7bdat", clear
(224 vars, 391,722 obs)

. 
. ebalance P_D_talous_kaikki_2 Pa_D_Muu_rikos_4_2 Pa_D_CUM_SUBSTANCE Pa_D_CUM_ALL_BUT_SUBS Pa_LN_TOTALINCOME2 Pa_LN_EDULEVEL Pa_BUSINESS_SOCIALDEG Pa_LN_CUM_Sum_divorce Pa_LN_AGE P_D_muu_rikos_4_2 P_BUSINESS_SOCIALDEG P_LN_EDULEVEL P_D_MARITAL_STATUS P
> _LN_CUM_SUM_DIVORCE P_LN_TOTALINCOME2 P_D_CUM_SUBSTANCE P_D_CUM_ALL_BUT_SUBS D_Muu_rikos_4 MALE LN_AGE BUSINESS_SOCIALDEG LN_EDULEVEL LN_CUM_SUM_DIVORCE LN_TOTALINCOME2 D_CUM_SUBSTANCE D_CUM_ALL_BUT_SUBS D_FMOB LN_NUM_POSITIONS Mean_OMAVARAISUUS2 Mea
> n_LNTASE2 Mean_ROA2 Mean_LN_Boardsize Mean_Current_Ratio2 i.YEAR i.Industry_2002_3 if Puoliso == 1, targets(3) maxiter(25)
note: 1995b.YEAR omitted because of collinearity
note: 1b.Industry_2002_3 omitted because of collinearity
note: higher order constraint omitted due to too few values of __00000X
note: higher order constraint omitted due to too few values of __000016
note: higher order constraint omitted due to too few values of __00001Y
note: higher order constraint omitted due to too few values of __000029


Data Setup
Treatment variable:   P_D_talous_kaikki_2
Covariate adjustment: Pa_D_Muu_rikos_4_2 Pa_D_CUM_SUBSTANCE Pa_D_CUM_ALL_BUT_SUBS Pa_LN_TOTALINCOME2 Pa_LN_EDULEVEL Pa_BUSINESS_SOCIALDEG Pa_LN_CUM_Sum_divorce Pa_LN_AGE P_D_muu_rikos_4_2 P_BUSINESS_SOCIALDEG P_LN_EDULEVEL P_D_MARITAL_STATUS P_LN_CUM_S
> UM_DIVORCE P_LN_TOTALINCOME2 P_D_CUM_SUBSTANCE P_D_CUM_ALL_BUT_SUBS D_Muu_rikos_4 MALE LN_AGE BUSINESS_SOCIALDEG LN_EDULEVEL LN_CUM_SUM_DIVORCE LN_TOTALINCOME2 D_CUM_SUBSTANCE D_CUM_ALL_BUT_SUBS D_FMOB LN_NUM_POSITIONS Mean_OMAVARAISUUS2 Mean_LNTASE2
>  Mean_ROA2 Mean_LN_Boardsize Mean_Current_Ratio2 1996.YEAR 1997.YEAR 1998.YEAR 1999.YEAR 2000.YEAR 2001.YEAR 2002.YEAR 2003.YEAR 2004.YEAR 2005.YEAR 2006.YEAR 2007.YEAR 2008.YEAR 2009.YEAR 2010.YEAR 2011.YEAR 2012.YEAR 2013.YEAR 2014.YEAR 2015.YEAR 2
> 016.YEAR 2017.YEAR 2018.YEAR 2019.YEAR 2.Industry_2002_3 5.Industry_2002_3 10.Industry_2002_3 13.Industry_2002_3 14.Industry_2002_3 15.Industry_2002_3 17.Industry_2002_3 18.Industry_2002_3 19.Industry_2002_3 20.Industry_2002_3 21.Industry_2002_3 22.I
> ndustry_2002_3 23.Industry_2002_3 24.Industry_2002_3 25.Industry_2002_3 26.Industry_2002_3 27.Industry_2002_3 28.Industry_2002_3 29.Industry_2002_3 30.Industry_2002_3 31.Industry_2002_3 32.Industry_2002_3 33.Industry_2002_3 34.Industry_2002_3 35.Indu
> stry_2002_3 36.Industry_2002_3 37.Industry_2002_3 40.Industry_2002_3 41.Industry_2002_3 45.Industry_2002_3 50.Industry_2002_3 51.Industry_2002_3 52.Industry_2002_3 55.Industry_2002_3 60.Industry_2002_3 61.Industry_2002_3 62.Industry_2002_3 63.Industr
> y_2002_3 64.Industry_2002_3 65.Industry_2002_3 66.Industry_2002_3 67.Industry_2002_3 70.Industry_2002_3 71.Industry_2002_3 72.Industry_2002_3 73.Industry_2002_3 74.Industry_2002_3 75.Industry_2002_3 80.Industry_2002_3 85.Industry_2002_3 90.Industry_2
> 002_3 91.Industry_2002_3 92.Industry_2002_3 93.Industry_2002_3 (1st order). Pa_D_Muu_rikos_4_2 Pa_D_CUM_SUBSTANCE Pa_D_CUM_ALL_BUT_SUBS Pa_LN_TOTALINCOME2 Pa_LN_EDULEVEL Pa_BUSINESS_SOCIALDEG Pa_LN_CUM_Sum_divorce Pa_LN_AGE P_D_muu_rikos_4_2 P_BUSINE
> SS_SOCIALDEG P_LN_EDULEVEL P_D_MARITAL_STATUS P_LN_CUM_SUM_DIVORCE P_LN_TOTALINCOME2 P_D_CUM_SUBSTANCE P_D_CUM_ALL_BUT_SUBS D_Muu_rikos_4 MALE LN_AGE BUSINESS_SOCIALDEG LN_EDULEVEL LN_CUM_SUM_DIVORCE LN_TOTALINCOME2 D_CUM_SUBSTANCE D_CUM_ALL_BUT_SUBS
>  D_FMOB LN_NUM_POSITIONS Mean_OMAVARAISUUS2 Mean_LNTASE2 Mean_ROA2 Mean_LN_Boardsize Mean_Current_Ratio2 1996.YEAR 1997.YEAR 1998.YEAR 1999.YEAR 2000.YEAR 2001.YEAR 2002.YEAR 2003.YEAR 2004.YEAR 2005.YEAR 2006.YEAR 2007.YEAR 2008.YEAR 2009.YEAR 2010.
> YEAR 2011.YEAR 2012.YEAR 2013.YEAR 2014.YEAR 2015.YEAR 2016.YEAR 2017.YEAR 2018.YEAR 2019.YEAR 2.Industry_2002_3 5.Industry_2002_3 10.Industry_2002_3 14.Industry_2002_3 15.Industry_2002_3 17.Industry_2002_3 18.Industry_2002_3 19.Industry_2002_3 20.In
> dustry_2002_3 21.Industry_2002_3 22.Industry_2002_3 24.Industry_2002_3 25.Industry_2002_3 26.Industry_2002_3 27.Industry_2002_3 28.Industry_2002_3 29.Industry_2002_3 30.Industry_2002_3 31.Industry_2002_3 32.Industry_2002_3 33.Industry_2002_3 34.Indus
> try_2002_3 35.Industry_2002_3 36.Industry_2002_3 37.Industry_2002_3 40.Industry_2002_3 41.Industry_2002_3 45.Industry_2002_3 50.Industry_2002_3 51.Industry_2002_3 52.Industry_2002_3 55.Industry_2002_3 60.Industry_2002_3 61.Industry_2002_3 62.Industry
> _2002_3 63.Industry_2002_3 64.Industry_2002_3 65.Industry_2002_3 67.Industry_2002_3 70.Industry_2002_3 71.Industry_2002_3 72.Industry_2002_3 73.Industry_2002_3 74.Industry_2002_3 75.Industry_2002_3 80.Industry_2002_3 85.Industry_2002_3 90.Industry_20
> 02_3 92.Industry_2002_3 93.Industry_2002_3 (2nd order). Pa_D_Muu_rikos_4_2 Pa_D_CUM_SUBSTANCE Pa_D_CUM_ALL_BUT_SUBS Pa_LN_TOTALINCOME2 Pa_LN_EDULEVEL Pa_BUSINESS_SOCIALDEG Pa_LN_CUM_Sum_divorce Pa_LN_AGE P_D_muu_rikos_4_2 P_BUSINESS_SOCIALDEG P_LN_ED
> ULEVEL P_D_MARITAL_STATUS P_LN_CUM_SUM_DIVORCE P_LN_TOTALINCOME2 P_D_CUM_SUBSTANCE P_D_CUM_ALL_BUT_SUBS D_Muu_rikos_4 MALE LN_AGE BUSINESS_SOCIALDEG LN_EDULEVEL LN_CUM_SUM_DIVORCE LN_TOTALINCOME2 D_CUM_SUBSTANCE D_CUM_ALL_BUT_SUBS D_FMOB LN_NUM_POSIT
> IONS Mean_OMAVARAISUUS2 Mean_LNTASE2 Mean_ROA2 Mean_LN_Boardsize Mean_Current_Ratio2 1996.YEAR 1997.YEAR 1998.YEAR 1999.YEAR 2000.YEAR 2001.YEAR 2002.YEAR 2003.YEAR 2004.YEAR 2005.YEAR 2006.YEAR 2007.YEAR 2008.YEAR 2009.YEAR 2010.YEAR 2011.YEAR 2012.
> YEAR 2013.YEAR 2014.YEAR 2015.YEAR 2016.YEAR 2017.YEAR 2018.YEAR 2019.YEAR 2.Industry_2002_3 5.Industry_2002_3 10.Industry_2002_3 14.Industry_2002_3 15.Industry_2002_3 17.Industry_2002_3 18.Industry_2002_3 19.Industry_2002_3 20.Industry_2002_3 21.Ind
> ustry_2002_3 22.Industry_2002_3 24.Industry_2002_3 25.Industry_2002_3 26.Industry_2002_3 27.Industry_2002_3 28.Industry_2002_3 29.Industry_2002_3 30.Industry_2002_3 31.Industry_2002_3 32.Industry_2002_3 33.Industry_2002_3 34.Industry_2002_3 35.Indust
> ry_2002_3 36.Industry_2002_3 37.Industry_2002_3 40.Industry_2002_3 41.Industry_2002_3 45.Industry_2002_3 50.Industry_2002_3 51.Industry_2002_3 52.Industry_2002_3 55.Industry_2002_3 60.Industry_2002_3 61.Industry_2002_3 62.Industry_2002_3 63.Industry_
> 2002_3 64.Industry_2002_3 65.Industry_2002_3 67.Industry_2002_3 70.Industry_2002_3 71.Industry_2002_3 72.Industry_2002_3 73.Industry_2002_3 74.Industry_2002_3 75.Industry_2002_3 80.Industry_2002_3 85.Industry_2002_3 90.Industry_2002_3 92.Industry_200
> 2_3 93.Industry_2002_3 (3rd order).


Optimizing...
Iteration 1: Max Difference = 2827599.77
Iteration 2: Max Difference = 1040215.7
Iteration 3: Max Difference = 382673.847
Iteration 4: Max Difference = 140777.718
Iteration 5: Max Difference = 51789.105
Iteration 6: Max Difference = 19052.0239
Iteration 7: Max Difference = 7008.72484
Iteration 8: Max Difference = 2578.24293
Iteration 9: Max Difference = 948.360257
Iteration 10: Max Difference = 348.761152
Iteration 11: Max Difference = 128.182658
Iteration 12: Max Difference = 47.0302039
Iteration 13: Max Difference = 17.1030673
Iteration 14: Max Difference = 5.78623809
Iteration 15: Max Difference = 1.37782782
Iteration 16: Max Difference = .232572873
Iteration 17: Max Difference = .030124511
Iteration 18: Max Difference = .000748057
maximum difference smaller than the tolerance level; convergence achieved


Treated units: 17006   total of weights: 17006
Control units: 285076  total of weights: 17006


Before: without weighting

             |              Treat              |             Control             
             |      mean   variance   skewness |      mean   variance   skewness 
-------------+---------------------------------+--------------------------------
Pa_D_Muu_r~2 |    .09226     .08375      2.818 |    .07373      .0683      3.262 
Pa_D_CUM_S~E |   .008291    .008223      10.85 |   .006205    .006167      12.58 
Pa_D_CUM_A~S |    .06727     .06275      3.455 |    .07118     .06611      3.336 
Pa_LN_TOTA~2 |     10.13      1.417     -3.859 |      10.2      1.208     -3.906 
Pa_LN_EDUL~L |     .9807      .2482     -.3668 |     1.065      .2274     -.5223 
Pa_BUSINES~G |     .2412       .183       1.21 |     .2469      .1859      1.174 
Pa_LN_CUM_~e |    .05887     .03839      3.082 |    .05558     .03729      3.289 
   Pa_LN_AGE |     3.557     .03787     -.2683 |      3.58     .03421     -.2673 
P_D_muu_~4_2 |     .6674       .222     -.7107 |     .2699      .1971      1.036 
P_BUSINESS~G |     .2925       .207       .912 |     .2608      .1928       1.09 
P_LN_EDULE~L |     .6867      .1933     .09669 |     .7472      .2282     .04229 
P_D_MARITA~S |     .4228      .2441      .3126 |     .3144      .2155      .7997 
P_LN_CUM_S~E |     .2225      .1098      .9687 |     .1182     .06948      1.891 
P_LN_TOTAL~2 |     10.42      .6797      1.142 |     10.47      .4578      .9226 
P_D_CUM_SU~E |     .1355      .1172      2.129 |    .05301      .0502       3.99 
P_D_CUM_AL~S |     .2794      .2014      .9831 |     .1971      .1583      1.523 
D_Muu_riko~4 |      .253       .189      1.136 |     .1788      .1468      1.677 
        MALE |     .7515      .1868     -1.164 |     .7952      .1629     -1.463 
      LN_AGE |     3.541     .03098     -.4751 |     3.571      .0269     -.4928 
BUSINESS_S~G |     .2462      .1856      1.178 |     .2319      .1781      1.271 
 LN_EDULEVEL |     .8702      .2696     -.1526 |     .9913      .2514     -.3561 
LN_CUM_SUM~E |    .05551     .03679       3.24 |    .04869     .03247      3.506 
LN_TOTALIN~2 |      10.8       .685     -.3469 |     10.86      .5519     -.4198 
D_CUM_SUBS~E |    .01082      .0107      9.457 |   .009369    .009282      10.19 
D_CUM_ALL_~S |     .0855     .07819      2.965 |    .06953     .06469      3.385 
      D_FMOB |     .3583      .2299      .5908 |     .3055      .2122      .8443 
LN_NUM_POS~S |     .1268       .113      3.058 |     .1131      .1034      3.322 
Mean_OMAVA~2 |     .4008     .07202      .2694 |     .4423     .07562      .1254 
Mean_LNTASE2 |     13.34      1.633       1.02 |     13.37      1.731      1.138 
   Mean_ROA2 |     .1087     .03535      .2232 |     .1206     .03729      .2851 
Mean_LN_Bo~e |     .7577      .3438     .02313 |     .8801       .341     -.1398 
Mean_Curre~2 |     2.409      6.307      2.454 |     2.741      7.683      2.158 
   1996.YEAR |  .0007056   .0007052      37.61 |  .0005963    .000596      40.91 
   1997.YEAR |  .0009996   .0009987      31.58 |   .001294    .001293      27.74 
   1998.YEAR |   .003587    .003574      16.61 |   .002298    .002292      20.79 
   1999.YEAR |   .005233    .005206      13.71 |    .00349    .003478      16.84 
   2000.YEAR |   .007468    .007413      11.44 |   .005121    .005095      13.87 
   2001.YEAR |    .01058     .01047      9.565 |   .007314     .00726      11.56 
   2002.YEAR |    .01335     .01317      8.481 |   .009583    .009492      10.07 
   2003.YEAR |    .01517     .01494      7.933 |    .01253     .01238      8.763 
   2004.YEAR |    .01964     .01926      6.924 |    .01542     .01518      7.866 
   2005.YEAR |    .02223     .02173      6.482 |    .01917      .0188      7.014 
   2006.YEAR |    .02534      .0247       6.04 |    .02342     .02287      6.303 
   2007.YEAR |    .03293     .03185      5.235 |    .02924     .02838      5.589 
   2008.YEAR |     .0404     .03877      4.669 |    .03609     .03478      4.975 
   2009.YEAR |    .04728     .04504      4.266 |    .04249     .04069      4.536 
   2010.YEAR |    .05086     .04828      4.088 |    .04715     .04493      4.273 
   2011.YEAR |     .0561     .05295      3.858 |    .05414     .05121       3.94 
   2012.YEAR |    .06192     .05809      3.635 |    .06138     .05761      3.655 
   2013.YEAR |    .06856     .06387      3.414 |    .06819     .06354      3.426 
   2014.YEAR |    .07015     .06523      3.366 |    .07487     .06927      3.231 
   2015.YEAR |    .07433     .06881      3.246 |      .081     .07444      3.072 
   2016.YEAR |    .08056     .07407      3.082 |    .08806      .0803      2.907 
   2017.YEAR |    .08473     .07756      2.982 |    .09082     .08257      2.848 
   2018.YEAR |    .09879     .08903      2.689 |     .1058     .09459      2.564 
   2019.YEAR |      .109     .09714      2.509 |     .1204      .1059      2.332 
2.Industry~3 |   .006115    .006078      12.67 |    .01578     .01553      7.771 
5.Industry~3 |  .0001764   .0001764      75.27 |  .0005577   .0005574      42.31 
10.Industr~3 |   .001352    .001351      27.14 |   .002501    .002495      19.92 
13.Industr~3 |         0          0          . |  .0000737   .0000737      116.5 
14.Industr~3 |   .002176    .002171      21.37 |   .001996    .001992      22.32 
15.Industr~3 |    .01141     .01128      9.202 |    .01179     .01165      9.046 
17.Industr~3 |   .003175    .003165      17.66 |   .002417    .002411      20.27 
18.Industr~3 |   .002352    .002347      20.55 |    .00147    .001468      26.03 
19.Industr~3 |  .0004116   .0004115      49.26 |  .0007963   .0007956       35.4 
20.Industr~3 |    .01064     .01053      9.538 |   .009657    .009564      10.03 
21.Industr~3 |   .002411    .002405      20.29 |   .001729    .001726      23.98 
22.Industr~3 |    .01205     .01191      8.942 |    .01183     .01169      9.031 
23.Industr~3 |         0          0          . |  .0000772   .0000772      113.8 
24.Industr~3 |    .00194    .001937      22.63 |   .002624    .002617      19.45 
25.Industr~3 |   .007233    .007181      11.63 |   .005834      .0058      12.98 
26.Industr~3 |   .004704    .004682      14.48 |   .004767    .004744      14.38 
27.Industr~3 |  .0004704   .0004702      46.07 |   .001042    .001041      30.93 
28.Industr~3 |     .0344     .03322      5.109 |    .03384      .0327      5.156 
29.Industr~3 |    .01605      .0158      7.701 |    .02021      .0198      6.819 
30.Industr~3 |  .0005292    .000529      43.43 |  .0003052   .0003051      57.22 
31.Industr~3 |    .00688    .006833      11.93 |   .003673    .003659      16.41 
32.Industr~3 |   .001646    .001644      24.58 |   .001947    .001943       22.6 
33.Industr~3 |   .002764    .002756      18.94 |   .004416    .004397      14.95 
34.Industr~3 |   .003058    .003049         18 |   .001964    .001961       22.5 
35.Industr~3 |    .00294    .002932      18.36 |   .003855     .00384      16.01 
36.Industr~3 |   .007586    .007528      11.35 |   .007637    .007578      11.31 
37.Industr~3 |  .0001764   .0001764      75.27 |  .0005542   .0005539      42.44 
40.Industr~3 |   .004704    .004682      14.48 |   .008542    .008469      10.68 
41.Industr~3 |   .001058    .001057      30.69 |    .00187    .001866      23.06 
45.Industr~3 |     .1749      .1443      1.712 |     .1513      .1284      1.946 
50.Industr~3 |    .05069     .04812      4.097 |     .0427     .04088      4.523 
51.Industr~3 |    .08462     .07746      2.985 |    .07868     .07249       3.13 
52.Industr~3 |    .07662     .07075      3.183 |    .07675     .07086       3.18 
55.Industr~3 |    .04304     .04119      4.503 |    .03492      .0337      5.067 
60.Industr~3 |    .05992     .05633      3.708 |      .058     .05463      3.782 
61.Industr~3 |   .002235     .00223      21.08 |   .001473    .001471         26 
62.Industr~3 |  .0003528   .0003527      53.21 |  .0001964   .0001964      71.33 
63.Industr~3 |    .01811     .01778      7.227 |    .01579     .01554      7.769 
64.Industr~3 |   .006821    .006775      11.98 |   .004367    .004348      15.03 
65.Industr~3 |    .01017     .01007      9.763 |    .01097     .01085      9.389 
66.Industr~3 |         0          0          . |  .0000526   .0000526      137.8 
67.Industr~3 |   .006821    .006775      11.98 |   .006809    .006762      11.99 
70.Industr~3 |    .05622     .05306      3.853 |    .05109     .04848      4.078 
71.Industr~3 |   .008232    .008165      10.88 |   .005518    .005487      13.35 
72.Industr~3 |    .04334     .04146      4.486 |    .05678     .05355       3.83 
73.Industr~3 |   .002117    .002113      21.67 |   .002666    .002659      19.29 
74.Industr~3 |      .126      .1101      2.254 |     .1361      .1176      2.123 
75.Industr~3 |  .0000588   .0000588      130.4 |   .000442   .0004418      47.53 
80.Industr~3 |   .003528    .003516      16.75 |   .006939     .00689      11.88 
85.Industr~3 |    .02893      .0281      5.621 |    .03977     .03819       4.71 
90.Industr~3 |   .006292    .006253      12.49 |   .007268    .007215       11.6 
91.Industr~3 |         0          0          . |  .0000912   .0000912      104.7 
92.Industr~3 |    .02628      .0256      5.922 |      .027     .02627      5.837 
93.Industr~3 |   .005175    .005148      13.79 |    .00516    .005133      13.81 


After:  _webal as the weighting variable

             |              Treat              |             Control             
             |      mean   variance   skewness |      mean   variance   skewness 
-------------+---------------------------------+--------------------------------
Pa_D_Muu_r~2 |    .09226     .08375      2.818 |    .09227     .08375      2.818 
Pa_D_CUM_S~E |   .008291    .008223      10.85 |   .008293    .008225      10.84 
Pa_D_CUM_A~S |    .06727     .06275      3.455 |    .06728     .06275      3.455 
Pa_LN_TOTA~2 |     10.13      1.417     -3.859 |     10.13      1.417     -3.859 
Pa_LN_EDUL~L |     .9807      .2482     -.3668 |     .9807      .2482     -.3667 
Pa_BUSINES~G |     .2412       .183       1.21 |     .2412       .183       1.21 
Pa_LN_CUM_~e |    .05887     .03839      3.082 |    .05888      .0384      3.082 
   Pa_LN_AGE |     3.557     .03787     -.2683 |     3.557     .03787     -.2676 
P_D_muu_~4_2 |     .6674       .222     -.7107 |     .6674       .222     -.7106 
P_BUSINESS~G |     .2925       .207       .912 |     .2926       .207       .912 
P_LN_EDULE~L |     .6867      .1933     .09669 |     .6867      .1933     .09676 
P_D_MARITA~S |     .4228      .2441      .3126 |     .4228       .244      .3126 
P_LN_CUM_S~E |     .2225      .1098      .9687 |     .2225      .1098      .9687 
P_LN_TOTAL~2 |     10.42      .6797      1.142 |     10.42      .6797      1.143 
P_D_CUM_SU~E |     .1355      .1172      2.129 |     .1355      .1172      2.129 
P_D_CUM_AL~S |     .2794      .2014      .9831 |     .2794      .2014       .983 
D_Muu_riko~4 |      .253       .189      1.136 |      .253       .189      1.136 
        MALE |     .7515      .1868     -1.164 |     .7515      .1868     -1.164 
      LN_AGE |     3.541     .03098     -.4751 |     3.541     .03098     -.4743 
BUSINESS_S~G |     .2462      .1856      1.178 |     .2462      .1856      1.178 
 LN_EDULEVEL |     .8702      .2696     -.1526 |     .8702      .2696     -.1525 
LN_CUM_SUM~E |    .05551     .03679       3.24 |    .05552      .0368      3.241 
LN_TOTALIN~2 |      10.8       .685     -.3469 |      10.8       .685     -.3464 
D_CUM_SUBS~E |    .01082      .0107      9.457 |    .01082      .0107      9.457 
D_CUM_ALL_~S |     .0855     .07819      2.965 |    .08551      .0782      2.965 
      D_FMOB |     .3583      .2299      .5908 |     .3584      .2299      .5908 
LN_NUM_POS~S |     .1268       .113      3.058 |     .1268       .113      3.058 
Mean_OMAVA~2 |     .4008     .07202      .2694 |     .4008     .07202      .2695 
Mean_LNTASE2 |     13.34      1.633       1.02 |     13.34      1.633       1.02 
   Mean_ROA2 |     .1087     .03535      .2232 |     .1087     .03534      .2232 
Mean_LN_Bo~e |     .7577      .3438     .02313 |     .7577      .3438      .0232 
Mean_Curre~2 |     2.409      6.307      2.454 |     2.409      6.307      2.455 
   1996.YEAR |  .0007056   .0007052      37.61 |  .0007056   .0007052      37.61 
   1997.YEAR |  .0009996   .0009987      31.58 |  .0009997   .0009987      31.58 
   1998.YEAR |   .003587    .003574      16.61 |   .003587    .003574      16.61 
   1999.YEAR |   .005233    .005206      13.71 |   .005234    .005206      13.71 
   2000.YEAR |   .007468    .007413      11.44 |   .007468    .007412      11.44 
   2001.YEAR |    .01058     .01047      9.565 |    .01058     .01047      9.565 
   2002.YEAR |    .01335     .01317      8.481 |    .01335     .01317      8.481 
   2003.YEAR |    .01517     .01494      7.933 |    .01517     .01494      7.933 
   2004.YEAR |    .01964     .01926      6.924 |    .01964     .01926      6.923 
   2005.YEAR |    .02223     .02173      6.482 |    .02223     .02173      6.482 
   2006.YEAR |    .02534      .0247       6.04 |    .02534      .0247       6.04 
   2007.YEAR |    .03293     .03185      5.235 |    .03293     .03185      5.235 
   2008.YEAR |     .0404     .03877      4.669 |     .0404     .03877      4.669 
   2009.YEAR |    .04728     .04504      4.266 |    .04728     .04504      4.266 
   2010.YEAR |    .05086     .04828      4.088 |    .05087     .04828      4.088 
   2011.YEAR |     .0561     .05295      3.858 |     .0561     .05295      3.858 
   2012.YEAR |    .06192     .05809      3.635 |    .06192     .05809      3.635 
   2013.YEAR |    .06856     .06387      3.414 |    .06857     .06386      3.414 
   2014.YEAR |    .07015     .06523      3.366 |    .07015     .06523      3.366 
   2015.YEAR |    .07433     .06881      3.246 |    .07433      .0688      3.246 
   2016.YEAR |    .08056     .07407      3.082 |    .08056     .07407      3.082 
   2017.YEAR |    .08473     .07756      2.982 |    .08474     .07756      2.982 
   2018.YEAR |    .09879     .08903      2.689 |    .09879     .08903      2.689 
   2019.YEAR |      .109     .09714      2.509 |      .109     .09714      2.509 
2.Industry~3 |   .006115    .006078      12.67 |   .006116    .006078      12.67 
5.Industry~3 |  .0001764   .0001764      75.27 |  .0001764   .0001764      75.27 
10.Industr~3 |   .001352    .001351      27.14 |   .001352    .001351      27.14 
13.Industr~3 |         0          0          . |  1.08e-06   1.08e-06      963.4 
14.Industr~3 |   .002176    .002171      21.37 |   .002176    .002171      21.37 
15.Industr~3 |    .01141     .01128      9.202 |    .01141     .01128      9.202 
17.Industr~3 |   .003175    .003165      17.66 |   .003175    .003165      17.66 
18.Industr~3 |   .002352    .002347      20.55 |   .002352    .002347      20.55 
19.Industr~3 |  .0004116   .0004115      49.26 |  .0004116   .0004115      49.26 
20.Industr~3 |    .01064     .01053      9.538 |    .01064     .01053      9.538 
21.Industr~3 |   .002411    .002405      20.29 |   .002411    .002405      20.29 
22.Industr~3 |    .01205     .01191      8.942 |    .01205     .01191      8.942 
23.Industr~3 |         0          0          . |  9.88e-07   9.88e-07       1006 
24.Industr~3 |    .00194    .001937      22.63 |   .001941    .001937      22.63 
25.Industr~3 |   .007233    .007181      11.63 |   .007233    .007181      11.63 
26.Industr~3 |   .004704    .004682      14.48 |   .004704    .004682      14.48 
27.Industr~3 |  .0004704   .0004702      46.07 |  .0004704   .0004702      46.07 
28.Industr~3 |     .0344     .03322      5.109 |     .0344     .03322      5.109 
29.Industr~3 |    .01605      .0158      7.701 |    .01605      .0158      7.701 
30.Industr~3 |  .0005292    .000529      43.43 |  .0005292    .000529      43.43 
31.Industr~3 |    .00688    .006833      11.93 |    .00688    .006833      11.93 
32.Industr~3 |   .001646    .001644      24.58 |   .001647    .001644      24.58 
33.Industr~3 |   .002764    .002756      18.94 |   .002764    .002756      18.94 
34.Industr~3 |   .003058    .003049         18 |   .003058    .003048         18 
35.Industr~3 |    .00294    .002932      18.36 |    .00294    .002932      18.36 
36.Industr~3 |   .007586    .007528      11.35 |   .007586    .007528      11.35 
37.Industr~3 |  .0001764   .0001764      75.27 |  .0001764   .0001764      75.27 
40.Industr~3 |   .004704    .004682      14.48 |   .004704    .004682      14.48 
41.Industr~3 |   .001058    .001057      30.69 |   .001058    .001057      30.69 
45.Industr~3 |     .1749      .1443      1.712 |     .1749      .1443      1.712 
50.Industr~3 |    .05069     .04812      4.097 |    .05069     .04812      4.097 
51.Industr~3 |    .08462     .07746      2.985 |    .08462     .07746      2.985 
52.Industr~3 |    .07662     .07075      3.183 |    .07662     .07075      3.183 
55.Industr~3 |    .04304     .04119      4.503 |    .04304     .04119      4.503 
60.Industr~3 |    .05992     .05633      3.708 |    .05992     .05633      3.708 
61.Industr~3 |   .002235     .00223      21.08 |   .002235     .00223      21.08 
62.Industr~3 |  .0003528   .0003527      53.21 |  .0003528   .0003527      53.21 
63.Industr~3 |    .01811     .01778      7.227 |    .01811     .01778      7.227 
64.Industr~3 |   .006821    .006775      11.98 |   .006821    .006775      11.98 
65.Industr~3 |    .01017     .01007      9.763 |    .01017     .01007      9.762 
66.Industr~3 |         0          0          . |  6.60e-07   6.60e-07       1231 
67.Industr~3 |   .006821    .006775      11.98 |   .006821    .006775      11.98 
70.Industr~3 |    .05622     .05306      3.853 |    .05622     .05306      3.853 
71.Industr~3 |   .008232    .008165      10.88 |   .008233    .008165      10.88 
72.Industr~3 |    .04334     .04146      4.486 |    .04334     .04146      4.485 
73.Industr~3 |   .002117    .002113      21.67 |   .002117    .002112      21.67 
74.Industr~3 |      .126      .1101      2.254 |      .126      .1101      2.254 
75.Industr~3 |  .0000588   .0000588      130.4 |  .0000589   .0000589      130.3 
80.Industr~3 |   .003528    .003516      16.75 |   .003528    .003516      16.75 
85.Industr~3 |    .02893      .0281      5.621 |    .02893     .02809      5.621 
90.Industr~3 |   .006292    .006253      12.49 |   .006292    .006253      12.49 
91.Industr~3 |         0          0          . |  1.10e-06   1.10e-06      952.3 
92.Industr~3 |    .02628      .0256      5.922 |    .02629     .02559      5.922 
93.Industr~3 |   .005175    .005148      13.79 |   .005175    .005148      13.79 

. 
. areg D_Vaste_talous_kaikki P_D_talous_kaikki_2 Pa_D_Talous_kaikki_2 LN_Talous_rikokset_lapsuus2 P_D_muu_rikos_4_2 P_BUSINESS_SOCIALDEG P_LN_EDULEVEL P_D_MARITAL_STATUS P_LN_CUM_SUM_DIVORCE P_LN_TOTALINCOME2 P_D_CUM_SUBSTANCE P_D_CUM_ALL_BUT_SUBS D_Mu
> u_rikos_4 MALE LN_AGE BUSINESS_SOCIALDEG LN_EDULEVEL LN_CUM_SUM_DIVORCE LN_TOTALINCOME2 D_CUM_SUBSTANCE D_CUM_ALL_BUT_SUBS D_FMOB LN_NUM_POSITIONS Mean_OMAVARAISUUS2 Mean_LNTASE2 Mean_ROA2 Mean_LN_Boardsize Mean_Current_Ratio2 i.Industry_2002_3 [awei
> ght=_webal], absorb(YearMunicipality) cluster(ID)
(sum of wgt is 34,012)

Linear regression, absorbing indicators            Number of obs     = 302,082
Absorbed variable: YearMunicipality                No. of categories =   7,194
                                                   F(81, 63053)      =    2.42
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.1340
                                                   Adj R-squared     =  0.1127
                                                   Root MSE          =  0.0705

                                               (Std. err. adjusted for 63,054 clusters in ID)
---------------------------------------------------------------------------------------------
                            |               Robust
      D_Vaste_talous_kaikki | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------+----------------------------------------------------------------
        P_D_talous_kaikki_2 |   .0036067   .0008335     4.33   0.000      .001973    .0052405
       Pa_D_Talous_kaikki_2 |   .0148005   .0067419     2.20   0.028     .0015864    .0280146
LN_Talous_rikokset_lapsuus2 |    .001226   .0007955     1.54   0.123    -.0003332    .0027852
          P_D_muu_rikos_4_2 |   .0002598   .0007367     0.35   0.724    -.0011841    .0017037
       P_BUSINESS_SOCIALDEG |   .0000826   .0010464     0.08   0.937    -.0019684    .0021336
              P_LN_EDULEVEL |  -.0017423   .0011874    -1.47   0.142    -.0040695     .000585
         P_D_MARITAL_STATUS |   .0013199   .0011139     1.18   0.236    -.0008633    .0035031
       P_LN_CUM_SUM_DIVORCE |  -.0008063   .0017824    -0.45   0.651    -.0042998    .0026873
          P_LN_TOTALINCOME2 |   -.000378   .0006026    -0.63   0.530    -.0015591    .0008031
          P_D_CUM_SUBSTANCE |  -.0015018   .0013436    -1.12   0.264    -.0041352    .0011316
       P_D_CUM_ALL_BUT_SUBS |  -.0004534   .0009412    -0.48   0.630    -.0022982    .0013914
              D_Muu_rikos_4 |   .0065059   .0013429     4.84   0.000     .0038739    .0091379
                       MALE |   .0013968   .0008683     1.61   0.108    -.0003051    .0030987
                     LN_AGE |  -.0096306   .0033426    -2.88   0.004    -.0161822   -.0030791
         BUSINESS_SOCIALDEG |    .001007   .0010118     1.00   0.320    -.0009762    .0029902
                LN_EDULEVEL |  -.0033759   .0010102    -3.34   0.001     -.005356   -.0013959
         LN_CUM_SUM_DIVORCE |   .0046845   .0025007     1.87   0.061     -.000217    .0095859
            LN_TOTALINCOME2 |   -.001793   .0007914    -2.27   0.023    -.0033441   -.0002419
            D_CUM_SUBSTANCE |   .0134138   .0066658     2.01   0.044     .0003488    .0264789
         D_CUM_ALL_BUT_SUBS |   .0014493   .0015416     0.94   0.347    -.0015722    .0044708
                     D_FMOB |  -.0017251   .0010261    -1.68   0.093    -.0037363    .0002862
           LN_NUM_POSITIONS |   .0021622   .0011043     1.96   0.050    -2.27e-06    .0043266
         Mean_OMAVARAISUUS2 |  -.0087629   .0018275    -4.79   0.000    -.0123448   -.0051809
               Mean_LNTASE2 |   .0007102   .0003227     2.20   0.028     .0000777    .0013426
                  Mean_ROA2 |  -.0057565    .002332    -2.47   0.014    -.0103272   -.0011859
          Mean_LN_Boardsize |  -.0037701   .0007188    -5.24   0.000     -.005179   -.0023613
        Mean_Current_Ratio2 |   .0004785   .0001661     2.88   0.004     .0001529    .0008042
                            |
            Industry_2002_3 |
                         2  |  -.0006948   .0020857    -0.33   0.739    -.0047828    .0033931
                         5  |   .0011259   .0029121     0.39   0.699    -.0045819    .0068336
                        10  |   .0009672   .0015649     0.62   0.537       -.0021    .0040343
                        13  |   .0076776   .0028258     2.72   0.007      .002139    .0132162
                        14  |   .0021256   .0021278     1.00   0.318    -.0020449    .0062961
                        15  |   .0001657   .0037265     0.04   0.965    -.0071383    .0074697
                        17  |  -.0025026   .0033134    -0.76   0.450    -.0089969    .0039916
                        18  |   -.002669   .0037642    -0.71   0.478    -.0100468    .0047088
                        19  |   .0004313   .0029034     0.15   0.882    -.0052593    .0061219
                        20  |  -.0018026   .0019137    -0.94   0.346    -.0055534    .0019483
                        21  |   .0012011   .0020351     0.59   0.555    -.0027877    .0051899
                        22  |  -.0020714   .0022889    -0.90   0.365    -.0065577     .002415
                        23  |   .0054377   .0030345     1.79   0.073    -.0005099    .0113853
                        24  |   .0035848   .0016549     2.17   0.030     .0003413    .0068284
                        25  |   .0035179   .0018178     1.94   0.053     -.000045    .0070809
                        26  |  -.0019465   .0023676    -0.82   0.411     -.006587     .002694
                        27  |   .0009352   .0020976     0.45   0.656    -.0031762    .0050466
                        28  |   .0014435   .0021776     0.66   0.507    -.0028245    .0057116
                        29  |   .0030739   .0018052     1.70   0.089    -.0004644    .0066121
                        30  |   .0028272   .0029206     0.97   0.333    -.0028972    .0085515
                        31  |   .0155186   .0084039     1.85   0.065     -.000953    .0319902
                        32  |   .0005534   .0023179     0.24   0.811    -.0039898    .0050966
                        33  |   .0001856   .0031699     0.06   0.953    -.0060274    .0063985
                        34  |   .0015513   .0068652     0.23   0.821    -.0119046    .0150071
                        35  |   -.002897   .0023564    -1.23   0.219    -.0075155    .0017215
                        36  |  -.0017535   .0016714    -1.05   0.294    -.0050295    .0015224
                        37  |  -.0011186   .0034631    -0.32   0.747    -.0079064    .0056691
                        40  |   .0028338   .0020054     1.41   0.158    -.0010969    .0067645
                        41  |   .0035844   .0022571     1.59   0.112    -.0008395    .0080084
                        45  |    .004924   .0015308     3.22   0.001     .0019237    .0079244
                        50  |   .0019707   .0023623     0.83   0.404    -.0026593    .0066007
                        51  |   .0029869   .0019958     1.50   0.135     -.000925    .0068987
                        52  |  -.0003049   .0017057    -0.18   0.858    -.0036481    .0030383
                        55  |   .0052703   .0026864     1.96   0.050     4.89e-06    .0105357
                        60  |   .0043574   .0024659     1.77   0.077    -.0004758    .0091906
                        61  |  -.0023524   .0025965    -0.91   0.365    -.0074416    .0027369
                        62  |   .0042873   .0022553     1.90   0.057     -.000133    .0087077
                        63  |   .0005037   .0016134     0.31   0.755    -.0026585    .0036658
                        64  |   -.001052   .0024478    -0.43   0.667    -.0058497    .0037457
                        65  |    .005109   .0033754     1.51   0.130    -.0015069    .0117248
                        66  |   .0071431   .0027754     2.57   0.010     .0017033    .0125828
                        67  |    .002203   .0016947     1.30   0.194    -.0011185    .0055245
                        70  |   .0016684   .0018053     0.92   0.355      -.00187    .0052068
                        71  |   .0100177   .0059142     1.69   0.090    -.0015743    .0216096
                        72  |   .0030664   .0015271     2.01   0.045     .0000732    .0060596
                        73  |   .0172695    .014567     1.19   0.236    -.0112818    .0458208
                        74  |   .0068768   .0018081     3.80   0.000      .003333    .0104207
                        75  |   .0120013   .0028174     4.26   0.000     .0064791    .0175234
                        80  |   -.002041   .0032037    -0.64   0.524    -.0083201    .0042382
                        85  |   .0055847   .0021119     2.64   0.008     .0014453    .0097241
                        90  |  -.0011997   .0017336    -0.69   0.489    -.0045976    .0021982
                        91  |  -.0012714   .0041168    -0.31   0.757    -.0093403    .0067976
                        92  |  -.0000968   .0015658    -0.06   0.951    -.0031658    .0029723
                        93  |    .000175   .0019545     0.09   0.929    -.0036558    .0040059
                            |
                      _cons |    .052287   .0140304     3.73   0.000     .0247875    .0797866
---------------------------------------------------------------------------------------------

. 
. tabulate D_Vaste_talous_kaikki P_D_talous_kaikki_2 if Puoliso == 1

D_Vaste_ta |
lous_kaikk |  P_D_talous_kaikki_2
         i |         0          1 |     Total
-----------+----------------------+----------
         0 |   284,443     16,877 |   301,320 
         1 |       633        129 |       762 
-----------+----------------------+----------
     Total |   285,076     17,006 |   302,082 

. 
. tabulate D_Vaste_talous_kaikki Pa_D_Talous_kaikki_2 if Puoliso == 1

D_Vaste_ta |
lous_kaikk | Pa_D_Talous_kaikki_2
         i |         0          1 |     Total
-----------+----------------------+----------
         0 |   297,660      3,660 |   301,320 
         1 |       705         57 |       762 
-----------+----------------------+----------
     Total |   298,365      3,717 |   302,082 

. 
. 
. 
. areg D_Vaste_talous_kaikki P_D_talous_kaikki_2 Pa_D_Talous_kaikki_2 LN_Talous_rikokset_lapsuus2 Pa_D_Muu_rikos_4_2 Pa_LN_EDULEVEL Pa_BUSINESS_SOCIALDEG Pa_LN_CUM_Sum_divorce Pa_LN_TOTALINCOME2 Pa_D_CUM_SUBSTANCE Pa_D_CUM_ALL_BUT_SUBS Pa_LN_AGE P_D_mu
> u_rikos_4_2 P_BUSINESS_SOCIALDEG P_LN_EDULEVEL P_D_MARITAL_STATUS P_LN_CUM_SUM_DIVORCE P_LN_TOTALINCOME2 P_D_CUM_SUBSTANCE P_D_CUM_ALL_BUT_SUBS D_Muu_rikos_4 MALE LN_AGE BUSINESS_SOCIALDEG LN_EDULEVEL LN_CUM_SUM_DIVORCE LN_TOTALINCOME2 D_CUM_SUBSTANC
> E D_CUM_ALL_BUT_SUBS D_FMOB LN_NUM_POSITIONS Mean_OMAVARAISUUS2 Mean_LNTASE2 Mean_ROA2 Mean_LN_Boardsize Mean_Current_Ratio2 i.Industry_2002_3 [aweight=_webal], absorb(YearMunicipality) cluster(ID)
(sum of wgt is 34,012)

Linear regression, absorbing indicators            Number of obs     = 302,082
Absorbed variable: YearMunicipality                No. of categories =   7,194
                                                   F(89, 63053)      =    2.25
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.1346
                                                   Adj R-squared     =  0.1132
                                                   Root MSE          =  0.0704

                                               (Std. err. adjusted for 63,054 clusters in ID)
---------------------------------------------------------------------------------------------
                            |               Robust
      D_Vaste_talous_kaikki | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------+----------------------------------------------------------------
        P_D_talous_kaikki_2 |   .0035971   .0008338     4.31   0.000     .0019627    .0052314
       Pa_D_Talous_kaikki_2 |   .0126166   .0067613     1.87   0.062    -.0006355    .0258688
LN_Talous_rikokset_lapsuus2 |   .0012495   .0007951     1.57   0.116    -.0003089     .002808
         Pa_D_Muu_rikos_4_2 |   .0033826   .0016533     2.05   0.041      .000142    .0066232
             Pa_LN_EDULEVEL |  -.0014955   .0009831    -1.52   0.128    -.0034225    .0004315
      Pa_BUSINESS_SOCIALDEG |  -.0007473   .0008607    -0.87   0.385    -.0024343    .0009397
      Pa_LN_CUM_Sum_divorce |  -.0010203   .0020818    -0.49   0.624    -.0051007    .0030601
         Pa_LN_TOTALINCOME2 |  -.0006949   .0004738    -1.47   0.142    -.0016235    .0002337
         Pa_D_CUM_SUBSTANCE |   .0039303   .0057698     0.68   0.496    -.0073786    .0152391
      Pa_D_CUM_ALL_BUT_SUBS |   .0020469   .0018931     1.08   0.280    -.0016636    .0057574
                  Pa_LN_AGE |  -.0056397   .0054616    -1.03   0.302    -.0163444     .005065
          P_D_muu_rikos_4_2 |   .0001904   .0007313     0.26   0.795     -.001243    .0016238
       P_BUSINESS_SOCIALDEG |   .0001367   .0010584     0.13   0.897    -.0019377    .0022111
              P_LN_EDULEVEL |   -.001659   .0011983    -1.38   0.166    -.0040077    .0006898
         P_D_MARITAL_STATUS |   .0012625    .001114     1.13   0.257     -.000921     .003446
       P_LN_CUM_SUM_DIVORCE |  -.0007658   .0017901    -0.43   0.669    -.0042744    .0027429
          P_LN_TOTALINCOME2 |  -.0004195   .0006163    -0.68   0.496    -.0016274    .0007885
          P_D_CUM_SUBSTANCE |  -.0014879   .0013348    -1.11   0.265    -.0041041    .0011284
       P_D_CUM_ALL_BUT_SUBS |  -.0004833     .00094    -0.51   0.607    -.0023257    .0013592
              D_Muu_rikos_4 |   .0062731   .0013498     4.65   0.000     .0036274    .0089187
                       MALE |   .0016116   .0012555     1.28   0.199    -.0008491    .0040723
                     LN_AGE |  -.0035171   .0062695    -0.56   0.575    -.0158053    .0087711
         BUSINESS_SOCIALDEG |   .0011203   .0010164     1.10   0.270    -.0008719    .0031125
                LN_EDULEVEL |  -.0027982    .001046    -2.68   0.007    -.0048484    -.000748
         LN_CUM_SUM_DIVORCE |   .0044256   .0025666     1.72   0.085    -.0006049    .0094561
            LN_TOTALINCOME2 |  -.0017302   .0008042    -2.15   0.031    -.0033064    -.000154
            D_CUM_SUBSTANCE |   .0126968   .0065973     1.92   0.054     -.000234    .0256276
         D_CUM_ALL_BUT_SUBS |   .0012241   .0015538     0.79   0.431    -.0018213    .0042696
                     D_FMOB |  -.0017274    .001025    -1.69   0.092    -.0037365    .0002816
           LN_NUM_POSITIONS |   .0021536   .0011051     1.95   0.051    -.0000123    .0043195
         Mean_OMAVARAISUUS2 |  -.0085539   .0018278    -4.68   0.000    -.0121364   -.0049714
               Mean_LNTASE2 |     .00073    .000322     2.27   0.023     .0000988    .0013612
                  Mean_ROA2 |  -.0057586   .0023392    -2.46   0.014    -.0103434   -.0011737
          Mean_LN_Boardsize |  -.0036807   .0007188    -5.12   0.000    -.0050896   -.0022718
        Mean_Current_Ratio2 |   .0004818   .0001653     2.91   0.004     .0001578    .0008057
                            |
            Industry_2002_3 |
                         2  |  -.0009101   .0020954    -0.43   0.664    -.0050171    .0031969
                         5  |   .0015656   .0029851     0.52   0.600    -.0042853    .0074164
                        10  |   .0015305   .0016724     0.92   0.360    -.0017475    .0048085
                        13  |   .0079491   .0029367     2.71   0.007     .0021931    .0137051
                        14  |   .0020081   .0021589     0.93   0.352    -.0022233    .0062396
                        15  |    .000382   .0037294     0.10   0.918    -.0069277    .0076916
                        17  |  -.0024859   .0033058    -0.75   0.452    -.0089653    .0039935
                        18  |  -.0025009   .0038336    -0.65   0.514    -.0100147    .0050129
                        19  |   .0008828   .0028421     0.31   0.756    -.0046878    .0064534
                        20  |  -.0019239   .0019129    -1.01   0.315    -.0056731    .0018254
                        21  |   .0008622   .0021409     0.40   0.687     -.003334    .0050585
                        22  |  -.0020457   .0023077    -0.89   0.375    -.0065688    .0024773
                        23  |   .0063963   .0027129     2.36   0.018     .0010791    .0117135
                        24  |   .0029177    .001609     1.81   0.070     -.000236    .0060714
                        25  |   .0034185   .0018462     1.85   0.064    -.0002001     .007037
                        26  |  -.0021193   .0023899    -0.89   0.375    -.0068036    .0025649
                        27  |     .00132   .0020822     0.63   0.526    -.0027611    .0054012
                        28  |   .0013391   .0021966     0.61   0.542    -.0029663    .0056445
                        29  |   .0030302   .0018195     1.67   0.096    -.0005361    .0065964
                        30  |   .0017622   .0033808     0.52   0.602    -.0048641    .0083885
                        31  |   .0153687   .0083622     1.84   0.066    -.0010212    .0317585
                        32  |   .0004095   .0023518     0.17   0.862       -.0042     .005019
                        33  |   .0003902   .0032026     0.12   0.903    -.0058868    .0066672
                        34  |   .0014435   .0068472     0.21   0.833    -.0119771     .014864
                        35  |  -.0032944   .0023583    -1.40   0.162    -.0079166    .0013278
                        36  |  -.0018486   .0016737    -1.10   0.269    -.0051291    .0014318
                        37  |  -.0015525   .0036166    -0.43   0.668    -.0086411     .005536
                        40  |   .0027928   .0020109     1.39   0.165    -.0011485    .0067341
                        41  |    .003331   .0023835     1.40   0.162    -.0013406    .0080026
                        45  |   .0046503   .0015362     3.03   0.002     .0016394    .0076612
                        50  |   .0017287   .0023827     0.73   0.468    -.0029415    .0063989
                        51  |   .0028132   .0020283     1.39   0.165    -.0011624    .0067887
                        52  |  -.0004823   .0017157    -0.28   0.779     -.003845    .0028805
                        55  |   .0049583   .0026891     1.84   0.065    -.0003123     .010229
                        60  |   .0042049   .0024668     1.70   0.088    -.0006301    .0090399
                        61  |  -.0020553   .0026006    -0.79   0.429    -.0071525    .0030419
                        62  |   .0043258     .00239     1.81   0.070    -.0003587    .0090103
                        63  |   .0002441   .0016563     0.15   0.883    -.0030023    .0034905
                        64  |  -.0012644   .0024639    -0.51   0.608    -.0060937    .0035649
                        65  |   .0046701   .0034067     1.37   0.170     -.002007    .0113472
                        66  |   .0056387   .0031763     1.78   0.076    -.0005869    .0118642
                        67  |   .0018518   .0017149     1.08   0.280    -.0015095    .0052131
                        70  |   .0014379   .0018226     0.79   0.430    -.0021344    .0050102
                        71  |   .0096214   .0059342     1.62   0.105    -.0020097    .0212526
                        72  |     .00302   .0015422     1.96   0.050    -2.81e-06    .0060428
                        73  |   .0171244   .0145192     1.18   0.238    -.0113332     .045582
                        74  |   .0068349   .0018247     3.75   0.000     .0032585    .0104112
                        75  |   .0126406   .0030837     4.10   0.000     .0065966    .0186846
                        80  |  -.0022684   .0032195    -0.70   0.481    -.0085787    .0040419
                        85  |   .0058236   .0021335     2.73   0.006      .001642    .0100052
                        90  |  -.0014528   .0017638    -0.82   0.410    -.0049099    .0020044
                        91  |  -.0012635    .004317    -0.29   0.770    -.0097248    .0071978
                        92  |  -.0000927   .0015628    -0.06   0.953    -.0031558    .0029704
                        93  |   .0000774   .0020306     0.04   0.970    -.0039026    .0040574
                            |
                      _cons |   .0578414   .0146689     3.94   0.000     .0290905    .0865924
---------------------------------------------------------------------------------------------

. 
. tabulate D_Vaste_talous_kaikki P_D_talous_kaikki_2 if Puoliso == 1

D_Vaste_ta |
lous_kaikk |  P_D_talous_kaikki_2
         i |         0          1 |     Total
-----------+----------------------+----------
         0 |   284,443     16,877 |   301,320 
         1 |       633        129 |       762 
-----------+----------------------+----------
     Total |   285,076     17,006 |   302,082 

. 
. tabulate D_Vaste_talous_kaikki Pa_D_Talous_kaikki_2 if Puoliso == 1

D_Vaste_ta |
lous_kaikk | Pa_D_Talous_kaikki_2
         i |         0          1 |     Total
-----------+----------------------+----------
         0 |   297,660      3,660 |   301,320 
         1 |       705         57 |       762 
-----------+----------------------+----------
     Total |   298,365      3,717 |   302,082 

. 
