调解
计算机科学
因果推理
因果模型
因果分析
集合(抽象数据类型)
心理学
管理科学
结果(博弈论)
数据科学
计量经济学
统计
数学
社会科学
社会学
工程类
程序设计语言
数理经济学
标识
DOI:10.3102/1076998616670371
摘要
Causal mediation analysis is the study of mechanisms—variables measured between a treatment and an outcome that partially explain their causal relationship. The past decade has seen an explosion of research in causal mediation analysis, resulting in both conceptual and methodological advancements. However, many of these methods have been out of reach for applied quantitative researchers, due to their complexity and the difficulty of implementing them in standard statistical software distributions. The mediation package in R provides a set of simple commands that execute some of the newer causal mediation methods. This article will summarize some of the recent advances in mediation analysis, critically review the mediation package, and demonstrate, by example, some of its capabilities.
科研通智能强力驱动
Strongly Powered by AbleSci AI