A non-parametric test of exogeneity

被引:34
作者
Blundell, Richard [1 ]
Horowitz, Joel L.
机构
[1] UCL, London WC1E 6BT, England
[2] Northwestern Univ, Evanston, IL 60208 USA
基金
英国经济与社会研究理事会;
关键词
D O I
10.1111/j.1467-937X.2007.00458.x
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper presents a test for exogeneity of explanatory variables that minimizes the need for auxiliary assumptions that are not required by the definition of exogeneity. It concerns inference about a non-parametric function g that is identified by a conditional moment restriction involving instrumental variables (IV). A test of the hypothesis that g is the mean of a random variable Y conditional on a covariate X is developed that is not subject to the ill-posed inverse problem of non-parametric IV estimation. The test is consistent whenever g differs from E(Y vertical bar X) on a set of non-zero probability. The usefulness of this new exogeneity test is displayed through Monte Carlo experiments and an application to estimation of non-parametric consumer expansion paths.
引用
收藏
页码:1035 / 1058
页数:24
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