非嵌套计量经济模型的半参数设定检验

Semiparametric Specification Testing of Non-nested Econometric Models

Review of Economic Studies · 1994
被引 34
人大 A+FT50ABS 4*

中文导读

提出一种检验参数非线性模型是否被错误设定的方法,用非参数回归估计备择模型,基于人工回归的t统计量进行检验,蒙特卡洛模拟显示检验效果良好。

Abstract

We propose a specification test of a parametrically specified nonlinear model against a weakly specified non-nested alternative. We estimate the alternative model by using nonparametric regression (nearest neighbours). The test is based on the t-statistic of an artificial regression. Monte-Carlo simulations suggest that the test has good power and size characteristics.

非参数回归模型设定检验非嵌套模型蒙特卡洛模拟