A robust test for weak instruments in Stata

被引:75
|
作者
Pflueger, Carolin E. [1 ]
Wang, Su [2 ]
机构
[1] Univ British Columbia, Vancouver, BC V5Z 1M9, Canada
[2] London Sch Econ, London WC2A 2AE, England
来源
STATA JOURNAL | 2015年 / 15卷 / 01期
关键词
st0377; weakivtest; F statistic; heteroskedasticity; autocorrelation; clustered; weak instruments; testing;
D O I
10.1177/1536867X1501500113
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
We introduce a routine, weakivtest, that implements the test for weak instruments by Montiel Olea and Pflueger (2013, Journal of Business and Economic Statistics 31: 358-369). weakivtest allows for errors that are not conditionally homoskedastic and serially uncorrelated. It extends the Stock and Yogo (2005, Testing for weak instruments in linear IV regression. In Identification and Inference for Econometric Models: Essays in Honor of Thomas Rothenberg, ed. D. W. K. Andrews and J. J. Stock, 80-108. [Cambridge University Press]) weak-instrument tests available in ivreg2 and in the ivregress postestimation command estat firststage. weakivtest tests the null hypothesis that instruments are weak or that the estimator's Nagar (1959, Econometrica 27: 575-595) bias is large relative to a benchmark for both two-stage least-squares estimation and limited-information maximum likelihood with one endogenous regressor. The routine can accommodate Eicker-Huber-White heteroskedasticity robust estimates, Newey and West (1987, Econometrica 55: 703-708) heteroskedasticity-and autocorrelation-consistent estimates, and clustered variance estimates.
引用
收藏
页码:216 / 225
页数:10
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