Nonparametric estimation of mediation effects with a general treatment

IF 0.8 4区经济学 Q3 ECONOMICS

Econometric Reviews Pub Date : 2024-02-19 DOI:10.1080/07474938.2024.2314092

Lukang Huang, Wei Huang, Oliver Linton, Zheng Zhang

引用次数: 0

Abstract

To investigate causal mechanisms, causal mediation analysis decomposes the total treatment effect into the natural direct and indirect effects. This article examines the estimation of the direct an...

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用一般处理方法对中介效应进行非参数估计

为研究因果机制，因果中介分析法将总治疗效果分解为自然的直接效果和间接效果。本文研究了直接效应和间接效应的估计。

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

Econometric Reviews 管理科学-数学跨学科应用

CiteScore

1.70

自引率

0.00%

发文量

审稿时长

>12 weeks

期刊介绍： Econometric Reviews is widely regarded as one of the top 5 core journals in econometrics. It probes the limits of econometric knowledge, featuring regular, state-of-the-art single blind refereed articles and book reviews. ER has been consistently the leader and innovator in its acclaimed retrospective and critical surveys and interchanges on current or developing topics. Special issues of the journal are developed by a world-renowned editorial board. These bring together leading experts from econometrics and beyond. Reviews of books and software are also within the scope of the journal. Its content is expressly intended to reach beyond econometrics and advanced empirical economics, to statistics and other social sciences.