Introduction to mediation, moderation, and conditional process analysis : a regression-based approach
Andrew F. Hayes
Bok · Engelsk · 2022
| Omfang | xx, 732 sider : illustrasjoner, figurer, tabeller
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| Utgave | Third edition.
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| Opplysninger | Part I: Fundamentals -- Introduction -- Fundamentals of linear regression analysis -- Part II: Mediation analysis -- The simple mediation model -- Causal steps, scaling, confounding, and causal order -- More than one mediator -- Mediation analysis with a multicategorical antecedent -- Part III: Moderation analysis -- Fundamentals of moderation analysis -- Extending the fundamental principles of moderation analysis -- Some myths and additional extensions of moderation analysis -- Multicategorical focal antecedents and moderators -- Part IV: Conditional process analysis -- Fundamentals of conditional process analysis -- Further examples of conditional process analysis -- Conditional process analysis with a multicategorical antecedent -- Part V: Miscellanea -- Miscellaneous topics and some frequently asked questions.. - "Lauded for its easy-to-understand, conversational discussion of the fundamentals of mediation, moderation, and conditional process analysis, this book has been fully revised with 50% new content, including sections on working with multicategorical antecedent variables, the use of PROCESS version 3 for SPSS and SAS for model estimation, and annotated PROCESS v3 outputs. Using the principles of ordinary least squares regression, Andrew F. Hayes carefully explains procedures for testing hypotheses about the conditions under and the mechanisms by which causal effects operate, as well as the moderation of such mechanisms. Hayes shows how to estimate and interpret direct, indirect, and conditional effects; probe and visualize interactions; test questions about moderated mediation; and report different types of analyses. Data for all the examples are available on the companion website ([ital]www.afhayes.com[/ital]), along with links to download PROCESS"--
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| Emner | Mediation (Statistics)
Regression analysis. Social sciences - Statistical methods. samfunnsvitenskap statistikk statistiske metoder regresjonsanalyse |
| Dewey | |
| ISBN | 1462549039. - 9781462549030
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