Are "Nearly Exogenous Instruments" reliable?

被引:31
作者
Berkowitz, Daniel [2 ]
Caner, Mehmet [1 ]
Fang, Ying [3 ]
机构
[1] N Carolina State Univ, Dept Econ, Raleigh, NC 27695 USA
[2] Univ Pittsburgh, Dept Econ, Pittsburgh, PA 15260 USA
[3] Xiamen Univ, WISE, Wang Yanan Inst Studies Econ, Xiamen, Peoples R China
关键词
valid instruments; weak identification; inference;
D O I
10.1016/j.econlet.2008.03.020
中图分类号
F [经济];
学科分类号
02 ;
摘要
We show that when instruments are nearly exogenous, the two stage least squares t-statistic unpredictably over-rejects or under-rejects the null hypothesis that the endogenous regressor is insignificant and Anderson-Rubin test over-rejects the null. We prove that in the limit these tests are no longer nuisance parameter free. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:20 / 23
页数:4
相关论文
共 11 条
[1]   Unbundling institutions [J].
Acemoglu, D ;
Johnson, S .
JOURNAL OF POLITICAL ECONOMY, 2005, 113 (05) :949-995
[2]   ESTIMATION OF THE PARAMETERS OF A SINGLE EQUATION IN A COMPLETE SYSTEM OF STOCHASTIC EQUATIONS [J].
ANDERSON, TW ;
RUBIN, H .
ANNALS OF MATHEMATICAL STATISTICS, 1949, 20 (01) :46-63
[3]   Inconsistency of the bootstrap when a parameter is on the boundary of the parameter space [J].
Andrews, DWK .
ECONOMETRICA, 2000, 68 (02) :399-405
[4]  
ANGRIST JD, 1990, AM ECON REV, V80, P313
[5]  
DAVIDSON J., 1994, Advanced Texts in Econometrics
[6]  
Davidson Russell., 1993, Estimation and Inference in Econometrics
[7]  
Hausman JA, 1983, HDB ECONOMETRICS, V1
[8]  
PHILLIPS PCB, 1983, HDB ECONOMETRICS, V1, pCH8
[9]   Instrumental variables regression with weak instruments [J].
Staiger, D ;
Stock, JH .
ECONOMETRICA, 1997, 65 (03) :557-586
[10]   A survey of weak instruments and weak identification in generalized method of moments [J].
Stock, JH ;
Wright, JH ;
Yogo, M .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2002, 20 (04) :518-529