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st: xtivreg2 weak-instrument-robust inference
From
Camden Roberts <[email protected]>
To
[email protected]
Subject
st: xtivreg2 weak-instrument-robust inference
Date
Mon, 12 Jul 2010 19:49:23 -0400
Hello all,
I am attempting to use the xtivreg2 command and have a question about
the weak-instrument-robust inference statistics. In particular, when
I estimate the model I receive the following missing statistics:
Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and overidentifying restrictions are valid
Anderson-Rubin Wald test F(0,159)= . P-val= .
Anderson-Rubin Wald test Chi-sq(0)=. P-val= .
Stock-Wright LM S statistic Chi-sq(0)=186.00 P-val= .
With the exception of these missing statistics, the other tests for
identification seem to suggest that the model is identified. The
output for these tests is below:
------------------------------------------------------------------------------
Partial R-squared of excluded instruments: 0.4127
Test of excluded instruments:
F( 10, 160) = 11.24
Prob > F = 0.0000
Summary results for first-stage regressions
-------------------------------------------
Variable | Shea Partial R2 | Partial R2 | F( 10, 160) P-value
lntotlimclas| 0.4127 | 0.4127 | 11.24 0.0000
Underidentification tests
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Anderson canon. corr. N*CCEV LM statistic Chi-sq(10)=76.75 P-val=0.0000
Cragg-Donald N*CDEV Wald statistic Chi-sq(10)=130.68 P-val=0.0000
Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F-statistic 11.24
See main output for Cragg-Donald weak id test critical values
Underidentification test (Anderson canon. corr. LM statistic): 76.755
Chi-sq(10) P-val = 0.0000
If anyone has an idea of why I may be having this problem, I would
greatly appreciate any assistance you could provide.
Thank you all,
Camden Roberts
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