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st: RE: RE: RE: 2SLS, logistic regression and more (problems...)


From   Tatjana Oberdörster <Tatjana.Oberdoerster@wiwi.uni-muenster.de>
To   "statalist@hsphsun2.harvard.edu" <statalist@hsphsun2.harvard.edu>
Subject   st: RE: RE: RE: 2SLS, logistic regression and more (problems...)
Date   Thu, 13 Dec 2007 13:49:46 +0100

Thanks a lot for your comment!

I´ve just come across another question, not directly related to Stata, but I have not yet found any hints in the textbooks.

Is it possible to use ranked data in 2SLS estimations? My data is ordinal scaled and comprises nonlinear relationships. In accordance to existing literature in my field (accounting) I calculated ranks and so far used them in ordinary OLS-estimations. I am just wondering if I could use 2SLS in this case since I need to incorporate instrument variables due to an endogenous explanatory variable. 

Many thanks in advance
Tatjana 




-----Ursprüngliche Nachricht-----
Von: owner-statalist@hsphsun2.harvard.edu [mailto:owner-statalist@hsphsun2.harvard.edu] Im Auftrag von Corey Phelps
Gesendet: Samstag, 8. Dezember 2007 22:26
An: statalist@hsphsun2.harvard.edu
Betreff: st: RE: RE: 2SLS, logistic regression and more (problems...)

It's unclear to me why you want to estimate the first stage using logistic
regression. I am assuming your enogenous variable is dichotomous. If so, an
you are only interested in obtaining a consistent estimate in the second
stage, you can use linear regression for the first stage. Estimating the
first stage using probit or logit is unnecessary because in 2SLS the
consistency of the estimates in the second stage are not dependent upon
specifying the correct functional form in the first stage (Kelejian, 1971).

Kelejian, H. 1971. Two-stage least squares and econometric systems linear in
parameters but nonlinear in endogenous variables. Journal of the American
Statistical Association, 66: 373-374.

Corey Phelps, PhD
Asst. Professor, Management & Organization
Neal & Jan Dempsey Faculty Fellow
Michael G. Foster School of Business
University of Washington
Box 353200
Seattle, WA 98195
(206) 543-6579
www.coreyphelps.com
 

> -----Original Message-----
> From: owner-statalist@hsphsun2.harvard.edu 
> [mailto:owner-statalist@hsphsun2.harvard.edu] On Behalf Of 
> Verkuilen, Jay
> Sent: Saturday, December 08, 2007 1:02 PM
> To: statalist@hsphsun2.harvard.edu
> Subject: st: RE: 2SLS, logistic regression and more (problems...)
> 
> Tatjana Oberdörster wrote:
> 
> >>I'd like to do a 2SLS estimation where the first-stage 
> regression is Logistic. [snip] << 
> 
> I suggest looking at GLLAMM, the freely downloadable program 
> that can be found at http://www.gllamm.org.
> 
> Jay
> --
> J. Verkuilen
> Assistant Professor of Educational Psychology
> City University of New York-Graduate Center
> 365 Fifth Ave.
> New York, NY 10016
> Email: jverkuilen@gc.cuny.edu
> Office: (212) 817-8286 
> FAX: (212) 817-1516
> Cell: (217) 390-4609
> 
> 
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