Modern Regression Methods - Rilegato

Ryan, Thomas P.

Rilegato

ISBN 10: 0471529125 ISBN 13: 9780471529125

Casa editrice: Wiley-Interscience, 1996

Riassunto

The most comprehensive book available on state-of-the-art regression methodology, complete with exercises and solutions

This combination book and disk set presents the full range of regression techniques available today to practitioners, researchers, and students of this popular and ever-changing field. Featuring a strong data analysis orientation and a more comprehensive treatment of regression diagnostics than is found in other texts, Modern Regression Methods contains a wealth of material assembled here for the first time, including recently developed techniques and some new methods introduced by the author, as well as fresh approaches to standard concepts. With thorough analyses of real-world data sets and many exercises with worked solutions, this unique resource reinforces learning while providing you with crucial hands-on experience in the practical application of skills. The book offers:
* In-depth treatment of standard regression methods, including diagnostics, transformations, ridge regression, and variable selection techniques
* A detailed examination of nonlinear regression, robust regression, and logistic regression, including both exact and maximum likelihood approaches for logistic regression
* New graphical techniques and transformation strategies for multiple regression and a survey of nonparametric regression
* Experimental designs for regression
* Minitab macros to facilitate understanding and use of many of the new methods that are presented
Amstat News asked three review editors to rate their top five favorite books in the September 2003 issue. Modern Regression Methods was among those chosen.

Su questo libro

Recensione:

"...an excellent book...worthwhile for anyone that uses regression techniques to obtain their own copy of this book..." ( Australian & New Zealand J Statistics, 2000)

"In this book on modern regression methods, Ryan presents "state–of–the–art" regression concepts? Highly recommended for upper–division undergraduates, graduate students, faculty and professionals."

"This textbook provides a very thorough treatment of regression approaches, including techniques not covered in many books.... This textbook is quite useful and provides excellent references.... I would definitely recommend purchasing the book for research and teaching purposes." (Technometrics, Vol. 39, No. 4, Nov. 1997)

"...has considerable potential as an undergraduate text for regression...also deep enough to be used as a reference on regression topics for the practicing statistician..." (Journal of the American Statistical Association)

"...surprisingly easy to read...highly recommended for use as a textbook..." (Chance, Summer 2003)

L'autore:

THOMAS P. RYAN is Professor of Statistics at the University of Newcastle in New South Wales, Australia, and the author of Statistical Methods for Quality Improvement, also published by Wiley.

Su questa edizione

• Editore: Wiley-Interscience
• Data di pubblicazione: 1996
• ISBN 10: 0471529125
• ISBN 13: 9780471529125
• Rilegatura: Copertina rigida
• Numero di pagine: 515