SAS for Mixed Models

Authors: Ramon C. Littell, George A. Milliken, Walter W. Stroup, Russell Wolfinger, Oliver Schabenberger

Publisher: SAS Institute

Editions

1 Paperback (1995)

2 Paperback (2006)

2 Paperback

Year: 2006

ISBN: 978-1-59047-500-3

Pages: 828

Publisher’s list price: 119.95

Contents

1. Introduction
2. Randomized Block Designs
3. Random Effects Models
4. Multi-factor Treatment Designs with Multiple Error Terms
5. Analysis of Repeated Measures Data
6. Best Linear Unbiased Prediction
7. Analysis of Covariance
8. Random Coefficient Models
9. Heterogeneous Variance Models
10. Mixed Model Diagnostics
11. Spatial Variability
12. Power Calculations for Mixed Models
13. Some Bayesian Approaches to Mixed Models
14. Generalized Linear Mixed Models
15. Nonlinear Mixed Models
16. Case Studies
Appendix 1. Linear Mixed Model Theory
Appendix 2. Data Sets
References
Index

1 Paperback

Title: SAS System for Mixed Models

Authors: Ramon C. Littell, George A. Milliken, Walter W. Stroup, Russell Wolfinger

Year: 1995

ISBN: 1-55544-779-1

Pages: 633

Publisher’s list price: 59.95

Contents

Chapter 1. A Setting for Mixed Models Applications: Randomized Blocks Designs
Chapter 2. Common Mixed Models
Chapter 3. Analysis of Repeated Measures Data
Chapter 4. Random Effects Models
Chapter 5. Analysis of Covariance
Chapter 6. Best Linear Unbiased Prediction
Chapter 7. Random Coefficient Models
Chapter 8. Heterogeneous Variance Models
Chapter 9. Spatial Variability
Chapter 10. Case Studies
Chapter 11. Generalized Linear Mixed Models
Chapter 12. Nonlinear Mixed Models
Appendix 1. Mixed Models Theory
Appendix 2. GLIMMIX Macro
Appendix 3. NLINMIX Macro
Appendix 4. SAS Datasets
Index