This book introduces the ideas of multilevel modeling with a focus on pedagogical effectiveness and intuitive presentation. Interwoven throughout the book are connections between multilevel modeling and quantitative thinking about human diversity and variation.
This book introduces the ideas of multilevel modeling with a focus on pedagogical effectiveness and intuitive presentation. Interwoven throughout the book are connections between multilevel modeling and quantitative thinking about human diversity and variation.
Andrew Grogan-Kaylor, MA, MSSW, PhD., Sandra K. Danziger Collegiate Professor of Social Work, University of Michigan School of Social Work. Professor Grogan-Kaylor's research focuses on the associations of parenting behaviors like the use of corporal punishment, or parental expressions of emotional warmth, with child outcomes, examining how these dynamics play out across contexts, neighborhoods, and cultures. Much of his teaching is in interdisciplinary doctoral level statistics courses on advanced quantitative methods.
Inhaltsangabe
Acknowledgments About the Author Some Preliminary Thoughts 1: The Usefulness of Multilevel Modeling and Multilevel Thinking 2: Introduction 3: Simulated Multicountry (Multilevel) Data 4: Conceptual Framework 5: The Cross-Sectional Multilevel Model 6: The Longitudinal Multilevel Model 7: Multilevel Logistic Regression 8: Models With More Complicated Structures 9: Conclusion Appendix A: Multilevel Multilingual Appendix B: Multilevel Visualization References Index
Acknowledgments About the Author Some Preliminary Thoughts 1: The Usefulness of Multilevel Modeling and Multilevel Thinking 2: Introduction 3: Simulated Multicountry (Multilevel) Data 4: Conceptual Framework 5: The Cross-Sectional Multilevel Model 6: The Longitudinal Multilevel Model 7: Multilevel Logistic Regression 8: Models With More Complicated Structures 9: Conclusion Appendix A: Multilevel Multilingual Appendix B: Multilevel Visualization References Index
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