关于一些稳健工具变量估计量的表现

On the Performance of Some Robust Instrumental Variables Estimators

Journal of Business & Economic Statistics · 2004
被引 56
人大 AABS 4

中文导读

考虑分位数和秩回归估计量的工具变量版本,讨论其渐近性质,通过小规模蒙特卡洛研究展示潜在优势,并应用于两个实证例子。

Abstract

This article considers instrumental variables versions of the quantile and rank regression estimators. The asymptotic properties of the estimators are discussed, and a small-scale Monte Carlo study is used to illustrate the potential advantages of the approach. Finally, the proposed methods are implemented for two empirical examples.

工具变量估计分位数回归秩回归蒙特卡洛模拟