- 336 pages
- English
- PDF
- Available on iOS & Android
Doing Statistical Mediation and Moderation
About This Book
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. Starting with a gentle review of regression-based analysis, Paul Jose covers basic mediation and moderation techniques before moving on to advanced topics in multilevel modeling, structural equation modeling, and hybrid combinations, such as moderated mediation. User-friendly features include numerous graphs and carefully worked-through examples; "Helpful Suggestions" about procedures and pitfalls; "Knowledge Boxes" delving into special topics, such as dummy coding; and end-of-chapter exercises and problems (with answers). The companion website ( www.guilford.com/jose-materials ) provides downloadable data and syntax files for the book's examples and exercises, as well as links to Jose's online programs, MedGraph and ModGraph. Appendices present SPSS, Amos, and Mplus syntax for conducting the key types of analyses.
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Table of contents
- Cover
- Half Title Page
- Series Page
- Title Page
- Copyright
- Series Editorâs Note
- Preface
- Acknowledgments
- Contents
- 1. A Basic Orientation
- 2. Historical Background
- 3. Basic Mediation
- 4. Special Topics in Mediation
- 5. Basic Moderation
- 6. Special Topics in Moderation
- 7. Mediated Moderation and Moderated Mediation
- Appendix A. SPSS, Amos, and Mplus Models
- Appendix B. Resources for Researchers Who Use Mediation and Moderation
- References
- Author Index
- Subject Index
- About the Author