I'm actually working on the MROZ data. I need to
compute a PROBIT for women participation on
labour market. Then, I need to correct my
estimates with the Heckman or Heckit procedure.
Thank you.
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Before you buy.
Does anyone know how to compute the Heckman or
Heckit procedure with SPSS? It is possible to
calculate the inverse Mills ratio?
I'm actually working on the MROZ data. I need to
compute a PROBIT for women participation on
labour market. Then, I need to correct my
estimates with the Heckman or Heckit procedure.
Thank you.
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It's been awhile since I've used it, but here is some SAS code for
computing an IMR and then using the correction in a regression. You
should be able to figure out equivalent SPSS code.
proc logistic data = judge.final2 DESCEND;
model PRISON = JRACE GENDER OFF_RACE AGE / link = normit;
output out = b xbeta = xbeta p=pred;
data b; set b;
if prison = 1;
* calculate the hazard rate for cases that did go to prison;
n01 = (1/sqrt(2*3.14159265358979))*exp(-(xbeta*xbeta)/2);
imr = n01/pred;
** this linear regression is an example using the imr as a control ;
proc reg data=b ;
model EXP_MIN = JRACE GENDER OFF_RACE AGE imr;