Author:
Douglas C. Montgomery - Elizabeth A. Peck - G. Geo

ISBN 13:
9780470542811

ISBN 10:
470542810

Edition:
5

Publisher:
Wiley

Publication Date:
2012-04-09

Format:
Hardcover

Pages:
672

List Price:
$151.00

Clearly balancing theory with applications, this book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation.

...[the authors] describe conventional uses of the technique, as well as less common ones, placing linear regression in the practical context of today's mathematical and scientific research.