Multilevel Modeling
eBook - ePub

Multilevel Modeling

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Multilevel Modeling

About this book

Multilevel Modeling is a concise, practical guide to building models for multilevel and longitudinal data. Author Douglas A. Luke begins by providing a rationale for multilevel models; outlines the basic approach to estimating and evaluating a two-level model; discusses the major extensions to mixed-effects models; and provides advice for where to go for instruction in more advanced techniques. Rich with examples, the Second Edition expands coverage of longitudinal methods, diagnostic procedures, models of counts (Poisson), power analysis, cross-classified models, and adds a new section added on presenting modeling results. A website for the book includes the data and the statistical code (both R and Stata) used for all of the presented analyses.

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Yes, you can access Multilevel Modeling by Douglas A. Luke in PDF and/or ePUB format, as well as other popular books in Social Sciences & Social Science Research & Methodology. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half Title
  3. Series
  4. Publisher Note
  5. Title Page
  6. Copyright Page
  7. Contents
  8. Endorsements
  9. Contributors
  10. Series
  11. Preface
  12. Chapter 1. The Need for Multilevel Modeling
  13. Chapter 2. Planning A Multilevel Model
  14. Chapter 3. Building a Multilevel Model
  15. Chapter 4. Assessing a Multilevel Model
  16. Chapter 5. Extending the Basic Model
  17. Chapter 6. Longitudinal Models
  18. Chapter 7. Guidance
  19. References
  20. Index