被忽略的相关随机效应的LM检验及其应用

LM Test of Neglected Correlated Random Effects and Its Application

Journal of Business & Economic Statistics · 2015
被引 8
人大 AABS 4

中文导读

将过度分散的LM检验扩展到相关随机效应模型,并连接面板数据分析与博弈中多重均衡的检验,提出针对两步博弈估计量的设定检验。

Abstract

This article aims at achieving two distinct goals. The first is to extend the existing LM test of overdispersion to the situation where the alternative hypothesis is characterized by the correlated random effects model. We obtain a result that the test against the random effects model has a certain max-min type optimality property. We will call such a test the LM test of overdispersion. The second goal of the article is to draw a connection between panel data analysis and the analysis of multiplicity of equilibrium in games. Because such multiplicity can be viewed as a particular form of neglected heterogeneity, we propose an intuitive specification test for a class of two-step game estimators.

LM检验相关随机效应过度分散检验博弈均衡多重性