含生成回归变量的模型的非参数估计

Nonparametric Estimation of Models with Generated Regressors

International Economic Review · 1996
被引 25
人大 AABS 4

中文导读

研究含生成回归变量的模型的非参数核估计,推导估计量的渐近分布,并展示如何用生成回归变量降低非参数模型的维度,最后用劳动供给方程实例说明。

Abstract

This paper considers nonparametric kernel estimation of models with generated regressors and derives the asymptotic distribution of the resulting estimators. It is also shown how generated regressors may be used to reduce the dimensionality of certain nonparametric models. A labour supply equation is estimated to illustrate the technique.

非参数估计生成回归量核估计降维