检验工具变量的可接受性:一些精炼的渐近结果

Testing Instrument Admissibility: Some Refined Asymptotic Results

Econometrica · 1994
被引 13
人大 A+FT50ABS 4*

中文导读

推导了检验工具变量子集可接受性的最大似然和线性化最大似然检验,并计算了1/T阶的尺寸校正,通过蒙特卡洛实验比较了原始检验与校正后检验的尺寸和功效。

Abstract

This paper is concerned with the refined asymptotic properties of several tests for the admissibility of a subset of (overidentifying) instrumental variables. It derives maximum likelihood and linearized maximum likelihood tests and calculates size corrections to the order 1/T. The local power function of the size-corrected tests is the same to the order 1/T, irrespectively of the form of the test statistic or the limited information estimator used in its computation. Futher, it compares these tests with two previously proposed tests. The size and the power of the original and the size-corrected tests are compared by Monte Carlo experiments. Copyright 1994 by The Econometric Society.

工具变量可接受性检验渐近修正有限样本性质蒙特卡洛模拟