Introduction to Linear Regression Analysis, 6e Solutions Manual

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Introduction to Linear Regression Analysis, 6e Solutions Manual image
ISBN-10:

1119578698

ISBN-13:

9781119578697

Edition: 6
Released: Aug 09, 2022
Publisher: wiley
Format: Paperback, 144 pages

Description:

As the Solutions Manual, this book is meant to accompany the main title, Introduction to Linear Regression Analysis, Sixth Edition. 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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