工具变量
调解
因果推理
计量经济学
调解人
心理学
因果分析
因果模型
变量
估计
统计
数学
医学
社会学
经济
社会科学
内科学
管理
作者
Christian Dippel,Andreas Ferrara,Stephan Heblich
出处
期刊:Stata Journal
[SAGE Publishing]
日期:2020-09-01
卷期号:20 (3): 613-626
被引量:176
标识
DOI:10.1177/1536867x20953572
摘要
In this article, we describe the use of ivmediate, a new command to estimate causal mediation effects in instrumental-variables settings using the framework developed by Dippel et al. (2020, unpublished manuscript). ivmediate allows estimation of a treatment effect and the share of this effect that can be attributed to a mediator variable. While both treatment and mediator can be potentially endogenous, a single instrument suffices to identify both the causal treatment and the mediation effects.
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