Thomas P Ryan

Modern Regression Methods, Set

• Gebundenes Buch

Produktbeschreibung

Praise for the First Edition ." . . provides a very thorough treatment of regression approaches, including techniques not covered in many books . . ." A[Technometrics ." . . an excellent book . . . worthwhile for anyone who uses regression techniques to obtain their own copy of this book . . ." A[ Australian & New Zealand Journal of Statistics "Modern Regression Methods, Second Edition" maintains the accessible organization, breadth of coverage, and cutting-edge appeal that earned its predecessor the title of being one of the top five books for statisticians by an "Amstat News" book editor in 2003. This new edition has been updated and enhanced to include all-new information on the latest advances and research in the evolving field of regression analysis. The book provides a unique treatment of fundamental regression methods, such as diagnostics, transformations, robust regression, and ridge regression. Unifying key concepts and procedures, this new edition emphasizes applications to provide a more hands-on and comprehensive understanding of regression diagnostics. New features of the "Second Edition" include: A revised chapter on logistic regression, including improved methods of parameter estimation A new chapter focusing on additional topics of study in regression, including quantile regression, semiparametric regression, and Poisson regression A wealth of new and updated exercises with worked solutions An extensive FTP site complete with MinitabAA(R) macros, which allow the reader to compute analyses, and specialized procedures Updated references at the end of each chapter that direct the reader to the appropriate resources for further study An accessible guide to state-of-the-art regression techniques, "Modern Regression Methods, Second Edition" is an excellent book for courses in regression analysis at the upper-undergraduate and graduate levels. It is also a valuable reference for practicing statisticians, engineers, and physical scientists.

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Produktdetails

• Verlag: Wiley
• 2nd Revised edition
• Seitenzahl: 770
• Erscheinungstermin: 1. Mai 2009
• Englisch
• Abmessung: 241mm x 164mm x 45mm
• Gewicht: 1355g
• ISBN-13: 9780470550441
• ISBN-10: 0470550449
• Artikelnr.: 26681212

Autorenporträt

Thomas P. Ryan, PhD, served on the Editorial Review Board of the Journal of Quality Technology from 1990-2006, including three years as the book review editor. He is the author of four books, all of which are published by Wiley, and he is also an elected Fellow of the American Statistical Association, the American Society for Quality, and the Royal Statistical Society. A former consultant to Cytel Software Corporation, Dr. Ryan currently teaches advanced courses at statistics.com on the design of experiments, statistical process control, and engineering statistics.

Inhaltsangabe

Diagnostics and Remedial Measures.
Regression with Matrix Algebra.
Introduction to Multiple Linear Regression.
Plots in Multiple Regression.
Transformations in Multiple Regression.
Selection of Regressors.
Polynomial and Trigonometric Terms.
Logistic Regression.
Nonparametric Regression.
Robust Regression.
Ridge Regression.
Nonlinear Regression.
Experimental Designs for Regression.
Applications of Regression.
Appendices.
Index.