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st: Testing coefficients across different models
From
Garret Christensen <[email protected]>
To
Stata List <[email protected]>
Subject
st: Testing coefficients across different models
Date
Fri, 10 Sep 2010 22:13:06 -0700 (PDT)
Statalisters,
I'd like to test whether coefficients change across models. The Stata FAQ
addresses this in for simple models
(http://www.stata.com/support/faqs/stat/testing.html), but I'm confused about
slightly more complicated circumstances.
My original command/model is reg y x1 x2 z x3 x4
Then I change some observations in z, and I'd like to test if the coefficients
on x1 and x2 are the same as before. I don't care about the coefficients on x3
or x4 (they're fixed effects).
Based on the help at the FAQ above, here's what I'm doing:
use originaldata
gen disturbed=0
reg y x1 x2 z x3 x4
save originaldata, replace
replace z=z+[some disturbance]
reg y x1 x2 z x3 x4
gen disturbed=1
append using originaldata
gen dx1=disturbed*x1
gen dx2=disturbed*x2
reg y x1 x2 z x3 x4 disturbed dx1 dx2
Is that the right set-up? I expected the coefficients on disturbed, dx1 and
dx2 to be close to zero, but they aren't. Do I have to include interactions for
x3 and x4? (That might be a hassle since I've got a lot of fixed effects.)
When I get this set up correctly, to test separately whether x1 or x2 are
different:
test _b[disturbed]=0, notest
test _b[x1]=0, accum
and then
test _b[disturbed]=0, notest
test _b[x2]=0, accum
thanks,
Garret Christensen
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