Regression and ANOVA: An Integrated Approach Using SAS Software + Applied Statistics: Analysis of Variance and Regression, Third Edition Set - Softcover

Muller, Keith E.; Fetterman, Bethel A.; Mickey, Ruth M.; Dunn, Olive Jean; Clark, Virginia A.

Softcover

ISBN 10: 047038803X ISBN 13: 9780470388037

Publisher: Wiley-Interscience, 2008

Synopsis

This set contains: 9780471469438 Regression and ANOVA: An Integrated Approach Using SAS(R) Software by Keith E. Muller, Bethel A. Fetterman and 9780471370383 Applied Statistics: Analysis of Variance and Regression, Third Edition by Ruth M. Mickey, Olive Jean Dunn, Virginia A. Clark.

About this title

About the Author

KEITH E. MULLER, PhD, is Professor and Director of the Division of Biostatistics in the Department of Epidemiology and Health Policy Research in the College of Medicine at the University of Florida in Gainesville, as well as Professor Emeritus of Biostatistics at The University of North Carolina at Chapel Hill where the book was written.

BETHEL A. FETTERMAN, PhD, is Research Associate Professor of Biostatistics at The University of North Carolina at Chapel Hill.

From the Back Cover

The information contained in this book has served as the basis for a graduate-level biostatistics class at the University of North Carolina at Chapel Hill. The book focuses in the General Linear Model (GLM) theory, stated in matrix terms, which provides a more compact, clear, and unified presentation of regression of ANOVA than do traditional sums of squares and scalar equations.

The book contains 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 contains 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 ANCOVA

Edition details

• Publisher: Wiley-Interscience
• Publication date: 2008
• Language: English
• ISBN 10: 047038803X
• ISBN 13: 9780470388037
• Binding: Paperback
• Edition number: 3
• Number of pages: 1040