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Re: st: Issues with xtabond2
From
"Alan Jenn" <[email protected]>
To
<[email protected]>
Subject
Re: st: Issues with xtabond2
Date
Mon, 28 Nov 2011 12:35:28 -0500
Thank you everyone for your responses!
My model originally used fixed-effects estimation but since one of the
independent variables is a lagged term of the dependent variable, I believe
I'm violating the strict exogeneity assumptions which is why I was trying to
use a dynamic panel estimator such as GMM. Is there another possible
approach that you can recommend for dynamic panel estimation?
Thank you very much,
Alan Jenn
--------------------------------------------------
From: "Christopher Baum" <[email protected]>
Sent: Monday, November 28, 2011 11:58 AM
To: <[email protected]>
Subject: re: st: Issues with xtabond2
<>
Eric said
I just came back to look at your post more closely. With 132 observations
and the gmm option without any limit on the number of lags, you are
generating a huge number of instruments. This is creating numerical
problems. Even if it were not, this affects the staistical efficiency of
your results. You may want to try fixed effects, relying on large T
theory.
Quite so. The rationale for A-B or Anderson-Hsiao is the mitigation of
Nickell bias, which can be severe with T<10, as it is a function of 1/T.
As T gets large, Nickell bias ls likely to become inconsequential, so that
a standard FE approach (or IV-FE, given that you may want to consider some
other regresssors endogenous) would probably suffice.
Kit
Kit Baum | Boston College Economics & DIW Berlin |
http://ideas.repec.org/e/pba1.html
An Introduction to Stata Programming |
http://www.stata-press.com/books/isp.html
An Introduction to Modern Econometrics Using Stata |
http://www.stata-press.com/books/imeus.html
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