Hayes Andrew F. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach

3rd edition. — The Guilford Press, 2022. — 740 p. — ISBN: 9781462549030.Acclaimed for its thorough presentation of mediation, moderation, and conditional process analysis, this book has been updated to reflect the latest developments in PROCESS for SPSS, SAS, and, new to this edition, R. Using the principles of ordinary least squares regression, Andrew F. Hayes illustrates each step in an analysis using diverse examples from published studies, and displays SPSS, SAS, and R code for each example. Procedures are outlined for estimating and interpreting direct, indirect, and conditional effects; probing and visualizing interactions; testing hypotheses about the moderation of mechanisms; and reporting different types of analyses. Readers gain an understanding of the link between statistics and causality, as well as what the data are telling them.Fundamentals
Mediation Analysis
Moderation Analysis
Conditional Process Analysis
Miscellanea