Multilevel Modeling Methods with Introductory and Advanced Applications
eBook - PDF

Multilevel Modeling Methods with Introductory and Advanced Applications

,
  1. 643 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Multilevel Modeling Methods with Introductory and Advanced Applications

,

About this book

Multilevel Modeling Methods with Introductory and Advanced Applications provides a cogent and comprehensive introduction to the area of multilevel modeling for methodological and applied researchers as well as advanced graduate students. The book is designed to be able to serve as a textbook for a one or two semester course in multilevel modeling. The topics of the seventeen chapters range from basic to advanced, yet each chapter is designed to be able to stand alone as an instructional unit on its respective topic, with an emphasis on application and interpretation.

In addition to covering foundational topics on the use of multilevel models for organizational and longitudinal research, the book includes chapters on more advanced extensions and applications, such as cross-classified random effects models, non-linear growth models, mixed effects location scale models, logistic, ordinal, and Poisson models, and multilevel mediation. In addition, the volume includes chapters addressing some of the most important design and analytic issues including missing data, power analyses, causal inference, model fit, and measurement issues. Finally, the volume includes chapters addressing special topics such as using large-scale complex sample datasets, and reporting the results of multilevel designs.

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Table of contents

  1. Cover
  2. Multilevel Modeling Methods With Introductory and Advanced Applications
  3. Quantitative Methods in Education and the Behavioral Sciences: Issues, Research, and Teaching
  4. Multilevel Modeling Methods With Introductory and Advanced Applications
  5. Copyright Page
  6. Dedication
  7. Contents
  8. Acknowledgments
  9. 1: Introduction to Multilevel Modeling Methods: Pedagogy and Context
  10. I: ORGANIZATIONAL DATA
  11. II: LONGITUDINAL DATA
  12. III: DESIGN AND SPECIAL ISSUES
  13. About the Contributors

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Yes, you can access Multilevel Modeling Methods with Introductory and Advanced Applications by Ann A. O'Connell,,D. Betsy McCoach,Bethany A. Bell in PDF and/or ePUB format, as well as other popular books in Education & Evaluation & Assessment in Education. We have over one million books available in our catalogue for you to explore.