Mediation analysis methods used in observational research: a scoping review and recommendations
Background Mediation analysis methodology underwent many advancements throughout
the years, with the most recent and important advancement being the development of causal …
the years, with the most recent and important advancement being the development of causal …
中介效应分析: 方法和模型发展
温忠麟， 叶宝娟 - 心理科学进展, 2014 - journal.psych.ac.cn
在心理学和其他社科研究领域, 大量实证文章建立中介效应模型, 以分析自变量对因变量的影响
过程和作用机制. 检验中介效应最流行的方法是Baron 和Kenny 的逐步法 …
过程和作用机制. 检验中介效应最流行的方法是Baron 和Kenny 的逐步法 …
Advances in mediation analysis: A survey and synthesis of new developments
KJ Preacher - Annual review of psychology, 2015 - annualreviews.org
Mediation processes are fundamental to many classic and emerging theoretical paradigms
within psychology. Innovative methods continue to be developed to address the diverse …
within psychology. Innovative methods continue to be developed to address the diverse …
[HTML][HTML] Best (but oft-forgotten) practices: mediation analysis
AJ Fairchild, HL McDaniel - The American journal of clinical nutrition, 2017 - Elsevier
This contribution in the “Best (but Oft-Forgotten) Practices” series considers mediation
analysis. A mediator (sometimes referred to as an intermediate variable, surrogate endpoint …
analysis. A mediator (sometimes referred to as an intermediate variable, surrogate endpoint …
Analyses of mediating effects: the development of methods and models
Z Wen, B Ye - Advances in psychological Science, 2014 - journal.psych.ac.cn
Mediation models are frequently used in the research of psychology and other social
science disciplines. Mediation indicates that the effect of an independent variable on a …
science disciplines. Mediation indicates that the effect of an independent variable on a …
[图书][B] Longitudinal structural equation modeling: A comprehensive introduction
JT Newsom - 2023 - taylorfrancis.com
Longitudinal Structural Equation Modeling is a comprehensive resource that reviews
structural equation modeling (SEM) strategies for longitudinal data to help readers …
structural equation modeling (SEM) strategies for longitudinal data to help readers …
Fairness in decision-making—the causal explanation formula
J Zhang, E Bareinboim - Proceedings of the AAAI Conference on …, 2018 - ojs.aaai.org
AI plays an increasingly prominent role in society since decisions that were once made by
humans are now delegated to automated systems. These systems are currently in charge of …
humans are now delegated to automated systems. These systems are currently in charge of …
[图书][B] Introduction to mediation, moderation, and conditional process analysis: A regression-based approach
AF Hayes - 2017 - books.google.com
Page 1 Introduction to SECONDED || || O N. Mediation, MOderation, and COnditional
PIOCESS . AndrewF Hayes Page 2 ebook THE GUILFORD PRESS Page 3 Introduction to …
PIOCESS . AndrewF Hayes Page 2 ebook THE GUILFORD PRESS Page 3 Introduction to …
[引用][C] Doing statistical mediation and moderation
PE Jose - 2013 - books.google.com
Written in a friendly, conversational style, this book offers a hands-on approach to statistical
mediation and moderation for both beginning researchers and those familiar with modeling …
mediation and moderation for both beginning researchers and those familiar with modeling …
Unpacking the black box of causality: Learning about causal mechanisms from experimental and observational studies
Identifying causal mechanisms is a fundamental goal of social science. Researchers seek to
study not only whether one variable affects another but also how such a causal relationship …
study not only whether one variable affects another but also how such a causal relationship …