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萨甘检验对工具变量的认可及其对系数估计的影响

Instrument approval by the Sargan test and its consequences for coefficient estimation

Economics Letters · 2021
被引 37 · 同刊同年前 9%
人大 BABS 3

中文导读

指出,即使工具变量严重无效,萨甘-汉森检验的拒绝概率也可能仅略高于小显著性水平;而即使工具变量轻微无效,也会严重破坏工具变量估计量对回归系数的推断。

Abstract

Empirical econometric findings are often vindicated by supplementing them with the p-values of Sargan–Hansen tests for overidentifying restrictions, provided these exceed a chosen small nominal significance level. It is illustrated here that the probability that such tests reject instrument validity may often barely exceed small levels, even when instruments are seriously invalid, whereas even minor invalidity of instruments can severely undermine inference on regression coefficients by instrumental variable estimators. These uncomfortable patterns may be aggravated when particular valid or invalid instruments are relatively weak or strong.

计量经济学工具变量统计推断假设检验经济学