Stratifying on treatment status

IF 2.1 4区经济学 Q2 ECONOMICS

Economics Letters Pub Date : 2025-05-09 DOI:10.1016/j.econlet.2025.112370

Jinyong Hahn , John Ham , Geert Ridder , Shuyang Sheng

引用次数: 0

Abstract

We study the estimation of treatment effects using samples stratified by treatment status. Standard estimators of the average treatment effect and the local average treatment effect are inconsistent in this setting. We propose consistent estimators and characterize their asymptotic distributions.

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治疗状态分层

我们使用按处理状态分层的样本来研究处理效果的估计。在这种情况下，平均处理效果和局部平均处理效果的标准估计是不一致的。我们提出了一致估计量并描述了它们的渐近分布。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Economics Letters ECONOMICS-

CiteScore

3.20

自引率

5.00%

发文量

348

审稿时长

30 days

期刊介绍： Many economists today are concerned by the proliferation of journals and the concomitant labyrinth of research to be conquered in order to reach the specific information they require. To combat this tendency, Economics Letters has been conceived and designed outside the realm of the traditional economics journal. As a Letters Journal, it consists of concise communications (letters) that provide a means of rapid and efficient dissemination of new results, models and methods in all fields of economic research.