Introduction to Linear Regression Analysis

ISBN-10: 0470542810

ISBN-13: 9780470542811

Edition: 5th 2012

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Description: 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.

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Book details

List price: $151.00
Edition: 5th
Copyright year: 2012
Publisher: John Wiley & Sons, Incorporated
Publication date: 4/9/2012
Binding: Hardcover
Pages: 672
Size: 7.25" wide x 10.25" long x 1.50" tall
Weight: 3.454
Language: English

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