Asymptotic Analysis of Mixed Effects Models
eBook - ePub

Asymptotic Analysis of Mixed Effects Models

Theory, Applications, and Open Problems

  1. 252 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Asymptotic Analysis of Mixed Effects Models

Theory, Applications, and Open Problems

About this book

Large sample techniques are fundamental to all fields of statistics. Mixed effects models, including linear mixed models, generalized linear mixed models, non-linear mixed effects models, and non-parametric mixed effects models are complex models, yet, these models are extensively used in practice. This monograph provides a comprehensive account of asymptotic analysis of mixed effects models.

The monograph is suitable for researchers and graduate students who wish to learn about asymptotic tools and research problems in mixed effects models. It may also be used as a reference book for a graduate-level course on mixed effects models, or asymptotic analysis.

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Yes, you can access Asymptotic Analysis of Mixed Effects Models by Jiming Jiang in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Dedication
  5. Table of Contents
  6. List of Figures
  7. List of Tables
  8. Preface
  9. About the Author
  10. 1 Introduction
  11. 2 Asymptotic Analysis of Linear Mixed Models
  12. 3 Asymptotic Analysis of Generalized Linear Mixed Models
  13. 4 Small Area Estimation
  14. 5 Asymptotic Analysis in Other Mixed Effects Models
  15. References
  16. Index