一个简单、正半定、异方差和自相关一致的协方差矩阵

A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix

Econometrica · 1987
被引 16670 · 同刊同年前 3%
人大 A+FT50ABS 4*

中文导读

提出一种简单方法,构造的协方差矩阵自动满足正半定性,且在一般条件下估计量具有一致性,适用于异方差和自相关数据。

Abstract

This paper describes a simple method of calculating a heteroskedasticity and autocorrelation consistent covariance matrix that is positive semi-definite by construction. It also establishes consistency of the estimated covariance matrix under fairly general conditions.

异方差自相关一致协方差矩阵正半定协方差矩阵估计一致性