空间面板:随机成分与固定效应

SPATIAL PANELS: RANDOM COMPONENTS VERSUS FIXED EFFECTS*

International Economic Review · 2012
被引 88
人大 AABS 4

中文导读

研究了空间面板数据模型中随机效应与固定效应的估计,提出了Hausman型和拉格朗日乘子检验来比较两种设定,适合从事空间计量或面板数据分析的学者判断是否阅读原文。

Abstract

This article investigates spatial panel data models with a space–time filter in disturbances. We consider their estimation by both fixed effects and random effects specifications. With a between equation properly defined, the difference of the random versus fixed effects models can be highlighted. We show that the random effects estimate is a pooling of the within and between estimates. A Hausman‐type specification test and an Lagrangian multiplier test are proposed for the testing of the random components specification versus the fixed effects specification.

空间面板数据模型固定效应随机效应豪斯曼检验