Introduction to Linear Regression Analysis

A comprehensive and up-to-date introduction to the fundamentals of regression analysis The Fourth Edition of Introduction to Linear Regression Analysis describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific res...

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Bibliographic Details
Main Authors: Montgomery, Douglas C. (Author), Peck, Elizabeth A 1953- (Author), Vining, G. Geoffrey 1954- (Author)
Format: Book
Language:English
Published: Hoboken, New Jersey WILEY-INTERSCIENCE 2006
Edition:Fourth Edition
Series:Wiley series in probability and statistics
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Description
Summary:A comprehensive and up-to-date introduction to the fundamentals of regression analysis The Fourth Edition of Introduction to Linear Regression Analysis describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. This popular book blends both theory and application to equip the reader with an understanding of the basic principles necessary to apply regression model-building techniques in a wide variety of application environments. It assumes a working knowledge of basic statistics and a familiarity with hypothesis testing and confidence intervals, as well as the normal, t, x2, and F distributions.
Physical Description:xvi, 612 pages illustrations 26 cm
Bibliography:Includes bibliographical references (pages 594-607) and index
ISBN:0471754951
9780471754954