存在结构变化的非线性计量经济模型中的推断

Inference in Nonlinear Econometric Models with Structural Change

Review of Economic Studies · 1988
被引 207
人大 A+FT50ABS 4*

中文导读

将线性回归模型的结构变化经典检验扩展到多种非线性模型,提出了Wald、拉格朗日乘子和似然比类检验统计量,并允许观测值存在异质性和时间依赖,为非线性参数计量经济模型的估计与检验提供了统一框架。

Abstract

This paper extends the classical test for structural change in linear regression models (see Chow (1960)) to a wide variety of nonlinear models, estimated by a variety of different procedures. Wald, Lagrange multiplier-like, and likelihood ratio-like test statistics are introduced. The results allow for heterogeneity and temporal dependence of the observations. In the process of developing the above tests, the paper also provides a compact presentation of general unifying results for estimation and testing in nonlinear parametric econometric models.

非线性计量经济模型结构变化检验Wald检验LM检验