删失Probit模型中相关性的估计

Estimating the Correlation in Censored Probit Models

Review of Economics and Statistics · 1996
被引 22
人大 AFT50ABS 4

中文导读

分析了删失Probit模型估计中相关性趋于±1的问题,推导了样本条件,提出了解决方案并提供了计算机程序。

Abstract

The estimation of censored probit models can result in an estimated correlation between the disturbances approaching [plus]1.0 or -1.0 when most of the observations are selected into the sample and the outcomes are unequally distributed. Outcomes of 0 can induce an estimated correlation of -1.0, and outcomes of 1 can induce an estimated correlation of [plus]1.0. This paper analyzes the population problem, derives corresponding sample conditions, proposes a solution to the problem, and offers a computer program. Copyright 1996 by MIT Press.

删失Probit模型相关性估计极端相关系数样本选择偏差