Regression and ANOVA: An Integrated Approach Using SAS Software - Brossura

Muller, Keith

Brossura

ISBN 10: 1580258905 ISBN 13: 9781580258906

Casa editrice: SAS Institute, 2012

Riassunto

Regression and ANOVA: An Integrated Approach Using SAS Software, by Keith Muller and Bethel Fetterman, provides a thorough and integrated treatment of multiple regression and ANOVA. The information it contains has served as the basis for a graduate-level biostatistics class at the University of North Carolina at Chapel Hill. The book focuses on the general linear model (GLM) theory, stated in matrix terms, which provides a more compact, clear, and unified presentation of regression and ANOVA than do traditional sums of squares and scalar equations. The book offers a balanced treatment of regression and ANOVA, yet is very compact. Reflecting current computational practice, most sums of squares formulas and associated theory, especially in ANOVA, are not included. The text includes almost no proofs, despite the presence of a large number of basic theoretical results. Many numerical examples are provided and include both the SAS code and equivalent mathematical representation needed to produce the outputs that are presented. All exercises involve only real data, collected in the course of scientific research. The book is divided into sections covering the following topics: basic theory; multiple regression; model building and evaluation; ANOVA; and ANCOVA.

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Product Description

Book by Muller Keith

Dettagli dell'edizione

• Editore: SAS Institute
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1580258905
• ISBN 13: 9781580258906
• Rilegatura: Copertina flessibile
• Numero di pagine: 578
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile