Description
Book SynopsisThis set contains ISBN 978-0-470-08186-0 Modern Regression Methods, 2nd Edition and the Solutions Manual 978-0-470-09606-2.
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,
Table of Contents
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.
