针对一般备择假设的几种设定误差检验的比较

A Comparison of Several Specification Error Tests for a General Alternative

International Economic Review · 1989
被引 27
人大 AABS 4

中文导读

比较了Durbin-Watson、RESET、Chow和差分检验在回归模型设定误差检测中的表现,发现各检验仅对各自设计的备择假设有效,对一般备择假设效果有限。

Abstract

This paper compares several tests for specification error in regression models when the alternative is nonspecific. The author considers the Durbin-Watson, RESET, Chow, and differencing tests. Perhaps not surprisingly, each test tends to perform well only against their designed alternatives. That is, with only a few exceptions, the differencing tests perform well against omitted dynamics, the Durbin-Watson test performs well when the omitted is autocorrelated, RESET performs well against incorrect functional form, and the Chow test performs well against structural shifts. These results are disappointing in that the tests have been proposed as tests against general or nonconstructive alternatives. Copyright 1989 by Economics Department of the University of Pennsylvania and the Osaka University Institute of Social and Economic Research Association.

RESET检验Chow检验差分检验设定误差检验