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st: Re: simultaneous equations with fixed effects and robust standard errors


From   Kit Baum <[email protected]>
To   [email protected]
Subject   st: Re: simultaneous equations with fixed effects and robust standard errors
Date   Mon, 11 Jun 2007 20:40:37 -0400

As Mark Schaffer's posts have often indicated, there is nothing stopping you from using a standard instrumental variables estimator in this context, in essence employing the linear probability model in the 'first stage' estimation. You need not use a probit nor logit to get consistent estimates of the equations of interest.


Kit Baum, Boston College Economics and DIW Berlin
http://ideas.repec.org/e/pba1.html
An Introduction to Modern Econometrics Using Stata:
http://www.stata-press.com/books/imeus.html


On Jun 11, 2007, at 2:33 AM, Duy Hinh Khieu wrote:


Something else comes up in my model in anticipation of arguments on my research. I wonder if I can still use xtivreg2 if some dummies in my model now become endogenous as follows:

Eq 1: leverage = a0 + a1*maturity + a2*control variable (lots of more control variable)
Eq 2: maturity = b0 + b1*leverage + b2*Dummy endogenous (6 of them) + b3*control variable

The endogenous dummies are in equation 2 only. What I could think of doing is to follow Maddala (1983) as I spelled out in an biprobit thread. Briefly, I need to run probit of the dummies on all exog var in equation 2, get the predicted values for the dummies, plug the predicted values in eq. 2, and then use xtivreg2 to run eq.1 and eq.2 simultaneously.
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