I don't know how to calculate the contribution rate after fairlie decomposition，Hope someone can help, thanks
> fairlie homecomp female age (educ:hsgrad somecol college) (marstat:married prevmar) if white==1|black==1, by(black)
Iteration 0: log likelihood = -1009.1288
Iteration 1: log likelihood = -939.3183
Iteration 2: log likelihood = -937.60351
Iteration 3: log likelihood = -937.59939
Logistic regression Number of obs = 1737
LR chi2(7) = 143.06
Prob > chi2 = 0.0000
Log likelihood = -937.59939 Pseudo R2 = 0.0709
------------------------------------------------------------------------------
homecomp | Coefficient Std. err. z P>|z| [95% conf. interval]
-------------+----------------------------------------------------------------
female | .2020203 .113899 1.77 0.076 -.0212177 .4252583
age | .0060363 .0069005 0.87 0.382 -.0074883 .019561
hsgrad | -.4937374 .1650786 -2.99 0.003 -.8172855 -.1701893
somecol | .2473983 .1741571 1.42 0.155 -.0939433 .5887399
college | .8005063 .201547 3.97 0.000 .4054814 1.195531
married | 1.07973 .1530699 7.05 0.000 .7797185 1.379742
prevmar | .2088341 .192187 1.09 0.277 -.1678454 .5855137
_cons | -.1245521 .3100601 -0.40 0.688 -.7322587 .4831545
------------------------------------------------------------------------------
Decomposition replications (100)
----+--- 1 ---+--- 2 ---+--- 3 ---+--- 4 ---+--- 5
.................................................. 50
.................................................. 100
Non-linear decomposition by black (G) Number of obs = 1,969
N of obs G=0 = 1737
N of obs G=0 = 232
Pr(Y!=0|G=0) = .73229706
Pr(Y!=0|G=1) = .43103448
Difference = .30126258
Total explained = .08047402
------------------------------------------------------------------------------
homecomp | Coefficient Std. err. z P>|z| [95% conf. interval]
-------------+----------------------------------------------------------------
female | -.0014892 .0010487 -1.42 0.156 -.0035447 .0005663
age | .0020331 .0024248 0.84 0.402 -.0027195 .0067856
educ | .0233821 .0029538 7.92 0.000 .0175927 .0291715
marstat | .0570464 .0074563 7.65 0.000 .0424323 .0716605
------------------------------------------------------------------------------
educ: hsgrad somecol college
marstat: married prevmar
> fairlie homecomp female age (educ:hsgrad somecol college) (marstat:married prevmar) if white==1|black==1, by(black)
Iteration 0: log likelihood = -1009.1288
Iteration 1: log likelihood = -939.3183
Iteration 2: log likelihood = -937.60351
Iteration 3: log likelihood = -937.59939
Logistic regression Number of obs = 1737
LR chi2(7) = 143.06
Prob > chi2 = 0.0000
Log likelihood = -937.59939 Pseudo R2 = 0.0709
------------------------------------------------------------------------------
homecomp | Coefficient Std. err. z P>|z| [95% conf. interval]
-------------+----------------------------------------------------------------
female | .2020203 .113899 1.77 0.076 -.0212177 .4252583
age | .0060363 .0069005 0.87 0.382 -.0074883 .019561
hsgrad | -.4937374 .1650786 -2.99 0.003 -.8172855 -.1701893
somecol | .2473983 .1741571 1.42 0.155 -.0939433 .5887399
college | .8005063 .201547 3.97 0.000 .4054814 1.195531
married | 1.07973 .1530699 7.05 0.000 .7797185 1.379742
prevmar | .2088341 .192187 1.09 0.277 -.1678454 .5855137
_cons | -.1245521 .3100601 -0.40 0.688 -.7322587 .4831545
------------------------------------------------------------------------------
Decomposition replications (100)
----+--- 1 ---+--- 2 ---+--- 3 ---+--- 4 ---+--- 5
.................................................. 50
.................................................. 100
Non-linear decomposition by black (G) Number of obs = 1,969
N of obs G=0 = 1737
N of obs G=0 = 232
Pr(Y!=0|G=0) = .73229706
Pr(Y!=0|G=1) = .43103448
Difference = .30126258
Total explained = .08047402
------------------------------------------------------------------------------
homecomp | Coefficient Std. err. z P>|z| [95% conf. interval]
-------------+----------------------------------------------------------------
female | -.0014892 .0010487 -1.42 0.156 -.0035447 .0005663
age | .0020331 .0024248 0.84 0.402 -.0027195 .0067856
educ | .0233821 .0029538 7.92 0.000 .0175927 .0291715
marstat | .0570464 .0074563 7.65 0.000 .0424323 .0716605
------------------------------------------------------------------------------
educ: hsgrad somecol college
marstat: married prevmar
