参数模型一致估计的统一理论

A Unified Theory of Consistent Estimation for Parametric Models

Econometric Theory · 1985
被引 93 · 同刊同年前 8%
人大 A-ABS 4

中文导读

基于Domowitz和White的最新成果,提出了针对可能误设的参数模型的一致估计统一理论,允许异质、时变数据和动态模型,并应用于拟极大似然和矩估计方法的一致性证明。

Abstract

We present a general theory of consistent estimation for possibly misspecified parametric models based on recent results of Domowitz and White. This theory extends the unification of Burguete, Gallant, and Souza by allowing for heterogeneous, time-dependent data and dynamic models. The theory is applied to yield consistency results for quasi-maximum-likelihood and method of moments estimators. Of particular interest is a new generalized rank condition for identifiability.

参数模型一致估计拟极大似然估计矩估计