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R: st: intreg with control for sample selection and endogeneity bias


From   "Francesco Pastore" <francesco.pastore@unina2.it>
To   <statalist@hsphsun2.harvard.edu>
Subject   R: st: intreg with control for sample selection and endogeneity bias
Date   Tue, 30 Oct 2012 00:12:21 +0100

Thank you, Justina and Thierry, for useful suggestions.
Thierry, what about endogeneity then ...


-----Messaggio originale-----
Da: owner-statalist@hsphsun2.harvard.edu
[mailto:owner-statalist@hsphsun2.harvard.edu] Per conto di urbain thierry
YOGO
Inviato: 29 October 2012 23:13
A: statalist@hsphsun2.harvard.edu
Oggetto: Re: st: intreg with control for sample selection and endogeneity
bias

hi
i think you can deal with the sample selection as usual : you estimate an
equation of labor market participation, you recover the predicted value p
and you  compute the inverse Mills ratio as follow:
gen pdfp1=normalden(p1)
gen cdfp1=normprob(p1)
gen IMR=pdfp1/cdfp1
finally, you insert IMR in the wage equation.

2012/10/29, Francesco Pastore <francesco.pastore@unina2.it>:
> Hi, All,
> I would like to ask to the statalist the following question:
>
> I am estimating a wage equation to see the impact of overeducation on 
> earnings of a sample of graduates observed 5 years after getting their 
> degree. The dependent variable is defined as an interval data: people 
> are asked to say to which class of earnings does their income belong 
> to, rather than a precise value. In this case, I should use the intreg 
> command. One problem is that these types of cross-section estimates 
> are plagued by sample selection and endogeneity bias. Does anybody 
> know how to deal with it in the contest of interval regressions? Is 
> there any routine available in Stata?
>
> Best regards
> Francesco
>
>
>
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--
*Urbain Thierry YOGO
Ph.D candidate in Economics*
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