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st: re: fixed vs random effects
From: Kit Baum <[email protected]>
Date: February 3, 2007 7:59:54 AM EST
To: [email protected]
Subject: re: fixed vs random effects
Shams said
Kit Baum: Presence of more than one endogenous
variable complicates estimating the equation using
xtivreg2 (which is considered to be single equation
model).
Not so. xtivreg and xtivreg2 do not assume that there is a single
endogenous variable among the regressors, just as standard IV
regression allows for any number of endogenous regressors. You
merely have to be able to satisfy the equation via the rank and
order conditions, meaning that to estimate this single equation you
must list the instruments that *would appear* as regressors in the
other structural equations but *do not appear* in this one.
It is a fallacy to think that system estimation (reg3) solves any
problems. It offers an efficiency gain over single equation (ltd.
info) estimation, period (and allows you to impose across-equation
constraints). If you cannot write down the single IV equation
satisfying conditions for identification, you cannot estimate it
with reg3 either. And in the panel setup you describe, you probably
need a FE or FD estimator in any case to deal with unobserved
heterogeneity.
Kit Baum, Boston College Economics
http://ideas.repec.org/e/pba1.html
An Introduction to Modern Econometrics Using Stata:
http://www.stata-press.com/books/imeus.html
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