SAS for Mixed Models: Introduction and Basic Applications - Softcover

Stroup PhD, Walter W.; Milliken PhD, George A.; Claassen PhD, Elizabeth A.; Wolfinger PhD, Russell D.

Softcover

ISBN 10: 163526135X ISBN 13: 9781635261356

Verlag: SAS Institute, 2018

Inhaltsangabe

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.

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Críticas

"The new SAS for Mixed Models edition should be read by everyone analyzing data. The book excels at combining instructional material on the meaning and uses of mixed models with specific instructions on how to use SAS software." -- Laurence V. Madden, Distinguished Professor of Plant Protection "The Ohio State University"

Reseña del editor

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.

Details zur Ausgabe

• Verlag: SAS Institute
• Erscheinungsdatum: 2018
• Sprache: Englisch
• ISBN 10: 163526135X
• ISBN 13: 9781635261356
• Einband: Tapa blanda
• Anzahl der Seiten: 608
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar