-------------
      name:  <unnamed>
       log:  K:\log.smcl
  log type:  smcl
 opened on:  13 Nov 2019, 10:25:54

. . oaxaca lnincome no_members_houshold children_no normalize(educ_4_cat1-educ_4_cat4 ),by (gender) noisily

Model for group 1

      Source |       SS       df       MS              Number of obs =     368
-------------+------------------------------           F(  5,   362) =   22.12
       Model |  18.8774775     5   3.7754955           Prob > F      =  0.0000
    Residual |  61.7757722   362  .170651305           R-squared     =  0.2341
-------------+------------------------------           Adj R-squared =  0.2235
       Total |  80.6532497   367  .219763623           Root MSE      =   .4131

--------------------+----------------------------------------------------------------
            lnincome |      Coef.    Std. Err.       t    P>|t|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
no_members_houshold |    .0637043     .027404      2.32    0.021      .0098132     .1175953
        children_no |    .1675007    .0401781      4.17    0.000      .0884889     .2465125
        educ_4_cat2 |    .0779515    .0771851      1.01    0.313     -.0738361     .2297391
        educ_4_cat3 |    .2206735    .0818104      2.70    0.007      .0597902     .3815568
        educ_4_cat4 |    .4694699    .0862074      5.45    0.000      .2999397         .639
              _cons |    9.527058    .0866097    110.00    0.000      9.356737     9.697379
--------------------+----------------------------------------------------------------

Model for group 2

      Source |       SS       df       MS              Number of obs =     407
-------------+------------------------------           F(  5,   401) =   12.06
       Model |  10.8693921     5  2.17387841           Prob > F      =  0.0000
    Residual |  72.3103624   401  .180325093           R-squared     =  0.1307
-------------+------------------------------           Adj R-squared =  0.1198
       Total |  83.1797544   406  .204876242           Root MSE      =  .42465

--------------------+----------------------------------------------------------------
            lnincome |      Coef.    Std. Err.       t    P>|t|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
no_members_houshold |   -.0097532    .0292724     -0.33    0.739     -.0672999     .0477934
        children_no |    .0481318    .0405435      1.19    0.236     -.0315726     .1278361
        educ_4_cat2 |     .131255    .0746098      1.76    0.079     -.0154203     .2779303
        educ_4_cat3 |    .3251116     .072553      4.48    0.000      .1824799     .4677433
        educ_4_cat4 |    .5125835    .0823715      6.22    0.000      .3506496     .6745175
              _cons |     9.37497      .08367    112.05    0.000      9.210483     9.539457
--------------------+----------------------------------------------------------------
(normalized: educ_4_cat1 educ_4_cat2 educ_4_cat3 educ_4_cat4)

Blinder-Oaxaca decomposition                      Number of obs   =        775
                                                  Model           =     linear
Group 1: gender = 1                               N of obs 1      =        368
Group 2: gender = 2                               N of obs 2      =        407

--------------------+----------------------------------------------------------------
            lnincome |      Coef.    Std. Err.       z    P>|z|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
overall             |
            group_1 |    9.926797    .0245663    404.08    0.000      9.878648     9.974946
            group_2 |    9.638059    .0225574    427.27    0.000      9.593847     9.682271
         difference |    .2887381    .0333518      8.66    0.000      .2233699     .3541063
         endowments |   -.0243214    .0141321     -1.72    0.085     -.0520198     .0033769
       coefficients |    .3294393    .0321902     10.23    0.000      .2663476      .392531
        interaction |   -.0163798    .0155498     -1.05    0.292     -.0468568     .0140972
--------------------+----------------------------------------------------------------
endowments          |
no_members_houshold |    .0007998    .0025075      0.32    0.750     -.0041148     .0057144
        children_no |   -.0068157    .0062688     -1.09    0.277     -.0191022     .0054708
        educ_4_cat1 |    .0031489    .0053052      0.59    0.553      -.007249     .0135469
        educ_4_cat2 |   -.0147998    .0061553     -2.40    0.016      -.026864    -.0027356
        educ_4_cat3 |   -.0114416    .0054312     -2.11    0.035     -.0220866    -.0007965
        educ_4_cat4 |    .0047869    .0074597      0.64    0.521      -.009834     .0194077
--------------------+----------------------------------------------------------------
coefficients        |
no_members_houshold |    .1804852    .0985965      1.83    0.067     -.0127603     .3737308
        children_no |    .0639372    .0309088      2.07    0.039      .0033571     .1245173
        educ_4_cat1 |    .0054285     .008241      0.66    0.510     -.0107235     .0215806
        educ_4_cat2 |   -.0009565    .0153434     -0.06    0.950      -.031029     .0291159
        educ_4_cat3 |   -.0225157    .0213873     -1.05    0.292      -.064434     .0194025
        educ_4_cat4 |    .0011863    .0103009      0.12    0.908     -.0190032     .0213757
              _cons |    .1018743     .087339      1.17    0.243     -.0693069     .2730556
--------------------+----------------------------------------------------------------
interaction         |
no_members_houshold |   -.0060237    .0063736     -0.95    0.345     -.0185157     .0064683
        children_no |   -.0169032    .0102129     -1.66    0.098     -.0369201     .0031137
        educ_4_cat1 |   -.0006528    .0014708     -0.44    0.657     -.0035356     .0022301
        educ_4_cat2 |    -.000412    .0066099     -0.06    0.950     -.0133673     .0125432
        educ_4_cat3 |    .0074862    .0073304      1.02    0.307     -.0068812     .0218536
        educ_4_cat4 |    .0001257    .0011088      0.11    0.910     -.0020476      .002299
--------------------+----------------------------------------------------------------

. . oaxaca, eform

Blinder-Oaxaca decomposition                      Number of obs   =        775
                                                  Model           =     linear
Group 1: gender = 1                               N of obs 1      =        368
Group 2: gender = 2                               N of obs 2      =        407

--------------------+----------------------------------------------------------------
            lnincome |     exp(b)    Std. Err.       z    P>|z|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
overall             |
            group_1 |    20471.66    502.9124    404.08    0.000      19509.33     21481.47
            group_2 |    15337.54    345.9756    427.27    0.000      14674.22     16030.86
         difference |    1.334742     .044516      8.66    0.000      1.250283     1.424907
         endowments |     .975972    .0137925     -1.72    0.085      .9493101     1.003383
       coefficients |    1.390188    .0447505     10.23    0.000      1.305189     1.480724
        interaction |    .9837536    .0152971     -1.05    0.292      .9542241     1.014197
--------------------+----------------------------------------------------------------
endowments          |
no_members_houshold |      1.0008    .0025095      0.32    0.750      .9958937     1.005731
        children_no |    .9932075    .0062262     -1.09    0.277      .9810791     1.005486
        educ_4_cat1 |    1.003154    .0053219      0.59    0.553      .9927772     1.013639
        educ_4_cat2 |    .9853092    .0060649     -2.40    0.016      .9734937     .9972681
        educ_4_cat3 |    .9886237    .0053695     -2.11    0.035      .9781555     .9992038
        educ_4_cat4 |    1.004798    .0074955      0.64    0.521      .9902142     1.019597
--------------------+----------------------------------------------------------------
coefficients        |
no_members_houshold |    1.197798    .1180987      1.83    0.067      .9873208     1.453146
        children_no |    1.066025    .0329495      2.07    0.039      1.003363     1.132602
        educ_4_cat1 |    1.005443    .0082858      0.66    0.510      .9893338     1.021815
        educ_4_cat2 |    .9990439    .0153287     -0.06    0.950      .9694475     1.029544
        educ_4_cat3 |    .9777359    .0209111     -1.05    0.292       .937598     1.019592
        educ_4_cat4 |    1.001187    .0103132      0.12    0.908      .9811763     1.021606
             __cons |    1.107244    .0967056      1.17    0.243      .9330403     1.313973
--------------------+----------------------------------------------------------------
interaction         |
no_members_houshold |    .9939944    .0063353     -0.95    0.345      .9816547     1.006489
        children_no |    .9832388    .0100417     -1.66    0.098      .9637531     1.003119
        educ_4_cat1 |    .9993475    .0014699     -0.44    0.657      .9964707     1.002233
        educ_4_cat2 |    .9995881    .0066072     -0.06    0.950      .9867217     1.012622
        educ_4_cat3 |    1.007514    .0073855      1.02    0.307      .9931424     1.022094
        educ_4_cat4 |    1.000126     .001109      0.11    0.910      .9979545     1.002302
--------------------+----------------------------------------------------------------

. . oaxaca income_nooutliers no_members_houshold children_no normalize(educ_4_cat1-educ_4_cat4 ),by (gender) noisily

Model for group 1

      Source |       SS       df       MS              Number of obs =     366
-------------+------------------------------           F(  5,   360) =   26.24
       Model |  1.0055e+10     5  2.0109e+09           Prob > F      =  0.0000
    Residual |  2.7586e+10   360  76627659.5           R-squared     =  0.2671
-------------+------------------------------           Adj R-squared =  0.2569
       Total |  3.7640e+10   365   103124612           Root MSE      =  8753.7

--------------------+----------------------------------------------------------------
   income_nooutliers |      Coef.    Std. Err.       t    P>|t|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
no_members_houshold |    677.6944     582.508      1.16    0.245     -467.8515      1823.24
        children_no |    3920.891    856.4451      4.58    0.000      2236.628     5605.155
        educ_4_cat2 |    2423.382    1656.362      1.46    0.144     -833.9791     5680.743
        educ_4_cat3 |    6140.429    1753.523      3.50    0.001      2691.995     9588.864
        educ_4_cat4 |    12895.11    1845.819      6.99    0.000      9265.164     16525.05
              _cons |    14040.35    1843.849      7.61    0.000      10414.28     17666.42
--------------------+----------------------------------------------------------------

Model for group 2

      Source |       SS       df       MS              Number of obs =     407
-------------+------------------------------           F(  5,   401) =   15.19
       Model |  3.5361e+09     5   707214808           Prob > F      =  0.0000
    Residual |  1.8674e+10   401  46567755.2           R-squared     =  0.1592
-------------+------------------------------           Adj R-squared =  0.1487
       Total |  2.2210e+10   406  54703802.7           Root MSE      =  6824.1

--------------------+----------------------------------------------------------------
   income_nooutliers |      Coef.    Std. Err.       t    P>|t|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
no_members_houshold |    243.7239    470.4068      0.52    0.605     -681.0477     1168.496
        children_no |    689.4434    651.5321      1.06    0.291      -591.402     1970.289
        educ_4_cat2 |    1376.256    1198.976      1.15    0.252     -980.8084     3733.321
        educ_4_cat3 |    4691.702    1165.923      4.02    0.000      2399.617     6983.787
        educ_4_cat4 |    8759.629    1323.706      6.62    0.000      6157.358      11361.9
              _cons |    12074.18    1344.572      8.98    0.000      9430.884     14717.47
--------------------+----------------------------------------------------------------
(normalized: educ_4_cat1 educ_4_cat2 educ_4_cat3 educ_4_cat4)

Blinder-Oaxaca decomposition                      Number of obs   =        773
                                                  Model           =     linear
Group 1: gender = 1                               N of obs 1      =        366
Group 2: gender = 2                               N of obs 2      =        407

--------------------+----------------------------------------------------------------
   income_nooutliers |      Coef.    Std. Err.       z    P>|z|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
overall             |
            group_1 |    22357.37    533.5066     41.91    0.000      21311.71     23403.02
            group_2 |    16880.03    368.5328     45.80    0.000      16157.72     17602.34
         difference |    5477.334    648.4178      8.45    0.000      4206.459      6748.21
         endowments |   -414.9789     249.401     -1.66    0.096     -903.7959     73.83817
       coefficients |    6379.962    615.5728     10.36    0.000      5173.462     7586.463
        interaction |   -487.6492    303.0293     -1.61    0.108     -1081.576     106.2772
--------------------+----------------------------------------------------------------
endowments          |
no_members_houshold |   -21.48427    45.25572     -0.47    0.635     -110.1838     67.21531
        children_no |   -99.91148    101.0532     -0.99    0.323     -297.9721      98.1491
        educ_4_cat1 |    56.38907    81.20585      0.69    0.487     -102.7715     215.5496
        educ_4_cat2 |   -310.0699    111.6888     -2.78    0.005     -528.9759    -91.16396
        educ_4_cat3 |   -134.4701    81.12319     -1.66    0.097     -293.4687     24.52839
        educ_4_cat4 |    94.56786    139.6566      0.68    0.498      -179.154     368.2897
--------------------+----------------------------------------------------------------
coefficients        |
no_members_houshold |    1066.267    1839.775      0.58    0.562     -2539.626     4672.159
        children_no |    1730.849    589.3566      2.94    0.003      575.7317     2885.967
        educ_4_cat1 |   -179.2251    159.4021     -1.12    0.261     -491.6474     133.1972
        educ_4_cat2 |    -189.064    287.4848     -0.66    0.511     -752.5239     374.3959
        educ_4_cat3 |   -86.82744    410.0953     -0.21    0.832     -890.5994     716.9445
        educ_4_cat4 |    413.9552    199.3271      2.08    0.038      23.28121     804.6293
              _cons |    3624.008     1640.87      2.21    0.027      407.9623     6840.053
--------------------+----------------------------------------------------------------
interaction         |
no_members_houshold |    -38.2545    73.47086     -0.52    0.603     -182.2547     105.7457
        children_no |    -468.289    229.8112     -2.04    0.042     -918.7107    -17.86734
        educ_4_cat1 |    25.21883    42.15916      0.60    0.550      -57.4116     107.8493
        educ_4_cat2 |   -81.24881    125.2014     -0.65    0.516     -326.6391     164.1415
        educ_4_cat3 |    28.55224    135.0309      0.21    0.833     -236.1035      293.208
        educ_4_cat4 |    46.37204    71.55757      0.65    0.517     -93.87822     186.6223
--------------------+----------------------------------------------------------------

. . oaxaca income_nooutliers no_members_houshold children_no normalize(educ_4_cat1-educ_4_cat4 ),by (gender) pooled
(normalized: educ_4_cat1 educ_4_cat2 educ_4_cat3 educ_4_cat4)

Blinder-Oaxaca decomposition                      Number of obs   =        773
                                                  Model           =     linear
Group 1: gender = 1                               N of obs 1      =        366
Group 2: gender = 2                               N of obs 2      =        407

--------------------+----------------------------------------------------------------
                    |               Robust
   income_nooutliers |      Coef.    Std. Err.       z    P>|z|      [95% Con f. Interval]
--------------------+----------------------------------------------------------------
overall             |
            group_1 |    22357.37    530.5316     42.14    0.000      21317.54     23397.19
            group_2 |    16880.03    366.4365     46.07    0.000      16161.83     17598.23
         difference |    5477.334    644.7787      8.49    0.000      4213.591     6741.077
          explained |   -621.8026    301.3989     -2.06    0.039     -1212.534    -31.07162
        unexplained |    6099.137    580.4854     10.51    0.000      4961.406     7236.867
--------------------+----------------------------------------------------------------
explained           |
no_members_houshold |   -37.35386    45.60087     -0.82    0.413     -126.7299      52.0222
        children_no |   -289.7468    132.0617     -2.19    0.028      -548.583    -30.91058
        educ_4_cat1 |    67.28048    96.03357      0.70    0.484     -120.9419     255.5028
        educ_4_cat2 |   -355.4287    108.1441     -3.29    0.001     -567.3873      -143.47
        educ_4_cat3 |   -122.5385    71.58046     -1.71    0.087     -262.8336     17.75663
        educ_4_cat4 |    115.9848    171.0998      0.68    0.498     -219.3646     451.3342
--------------------+----------------------------------------------------------------
unexplained         |
no_members_houshold |    1043.882    1758.893      0.59    0.553     -2403.486     4491.249
        children_no |    1452.396    510.0993      2.85    0.004      452.6194     2452.172
        educ_4_cat1 |   -164.8977    103.5779     -1.59    0.111     -367.9066     38.11124
        educ_4_cat2 |   -224.9541    303.7764     -0.74    0.459     -820.3448     370.4367
        educ_4_cat3 |   -70.20684    327.1203     -0.21    0.830     -711.3509     570.9373
        educ_4_cat4 |    438.9104    261.8965      1.68    0.094     -74.39742     952.2182
              _cons |    3624.008    1569.311      2.31    0.021      548.2151       6699.8
--------------------+----------------------------------------------------------------

. tab region

       kraje ÈR |      Freq.     Percent        Cum.
----------------+-----------------------------------
Hl. mìsto Praha |        139       13.21       13.21
    Støedoèeský |        146       13.88       27.09
      Jihoèeský |         87        8.27       35.36
       Plzeòský |         37        3.52       38.88
    Karlovarský |         30        2.85       41.73
        Ústecký |         80        7.60       49.33
      Liberecký |         48        4.56       53.90
Královehradecký |         50        4.75       58.65
     Pardubický |         51        4.85       63.50
       Vysoèina |         52        4.94       68.44
   Jihomoravský |        108       10.27       78.71
      Olomoucký |         28        2.66       81.37
        Zlínský |         82        7.79       89.16
Moravskoslezský |        114       10.84      100.00
----------------+-----------------------------------
          Total |      1,052      100.00

. log close
      name:  <unnamed>
       log:  K:\log.smcl
  log type:  smcl
 closed on:  13 Nov 2019, 11:34:51
-------------