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st: design issue with suspect endogeneity
From
"[email protected]" <[email protected]>
To
[email protected]
Subject
st: design issue with suspect endogeneity
Date
Mon, 24 Jan 2011 14:41:09 +0100 (CET)
Dear statalist,
I am sorry to pose the same question for the second time. I posted it on
Friday night and I had no answer, and I´m afraid it was the time with the
lowest visibility.
I have a research design doubt.
I am considering the following model and the focus of the analysis is on a2:
y=a1*x+a2*(x*z)+a3*z+e
where z is a dummy variable
Economic theory also suggests that:
x=b1*z+v
If I find collinearity between x and z to be ok, can I estimate the first
equation with OLS and disregard the second equation?
My view is that I can safely use OLS only if cov(e,v)=0, but how can I test
this condition?
Thanks a lot,
Andrea
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