SAS for Mixed Models: Introduction and Basic Applications - Hardcover

Stroup PH D, Walter W; Milliken PhD, George A; Claassen, Elizabeth A

Hardcover

ISBN 10: 1642951838 ISBN 13: 9781642951837

Publisher: SAS Institute, 2018

Synopsis

Discover the power of mixed models with SAS. Mixed models-now the mainstream vehicle for analyzing most research data-are part of the core curriculum in most master's degree programs in statistics and data science. In a single volume, this book updates both SAS® for Linear Models, Fourth Edition, and SAS® for Mixed Models, Second Edition, covering the latest capabilities for a variety of applications featuring the SAS GLIMMIX and MIXED procedures. Written for instructors of statistics, graduate students, scientists, statisticians in business or government, and other decision makers, SAS® for Mixed Models is the perfect entry for those with a background in two-way analysis of variance, regression, and intermediate-level use of SAS.

This book expands coverage of mixed models for non-normal data and mixed-model-based precision and power analysis, including the following topics:

• Random-effect-only and random-coefficients models
• Multilevel, split-plot, multilocation, and repeated measures models
• Hierarchical models with nested random effects
• Analysis of covariance models
• Generalized linear mixed models

This book is part of the SAS Press program.

Edition details

• Publisher: SAS Institute
• Publication date: 2018
• Language: English
• ISBN 10: 1642951838
• ISBN 13: 9781642951837
• Binding: Hardcover
• Number of pages: 608