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st: C statistics with IVREG2
From
Rosaria Vega Pansini <[email protected]>
To
[email protected]
Subject
st: C statistics with IVREG2
Date
Mon, 16 Dec 2013 18:11:37 +0100
Hi all,
I'm trying to compare two IV models with different instruments, one of
them suspected endogenous.
We compared Sargan stats calcultated over the two models: the first
with the full set of instruments and the second excluding the
suspected
endogenous instrument.
The results appears to be different to those obtained including the
orthog option in IVREG2 command.
As an example, here are the two models we are comparing;
Model 1:
ivreg2 hours educ age kidslt6 kidsge6 nwifeinc (lwage=exper expersq
motheduc)
Sargan statistic (overidentification test of all instruments): 3.716
Model 2:
ivreg2 hours educ age kidslt6 kidsge6 nwifeinc,gmm (lwage=exper expersq)
Sargan statistic (overidentification test of all instruments): 0.858
J1-J2= 2.858
Model 3:
ivreg2 hours educ age kidslt6 kidsge6 nwifeinc (lwage=exper
expersqmotheduc), orthog(motheduc)
C statistic (exogeneity/orthogonality of suspect instruments): 2.625
Can anyone help in explaining this difference, i.e. the difference
between the C-statistics (model 3) and the (simple) difference between
the two
Sargan statistics (Model 1 - Model 2)?
Thank you very much for your help
Rosaria
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