Record number 2259593
Title Introduction to linear regression analysis, 5th ed. - 5th
Author(s) Montgomery, D.C. ; Peck, E.A. ; Vining, G.G.
Publisher Wiley
Publication year 2012
Description 645 p.
Series title Wiley series in probability and statistics, 821
Notes Library holding:XW 2012.11  show all notes
Former ISRIC-id:33908
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Keyword(s) (cab) regression analysis / multiple regression / statistical analysis / stepwise regression / linear models / weighting / World
Categories Soil Science (General)
Publication type Monograph
Language English
About ISBN 978-0-470-54281-1 This textbook describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. It blends both theory and application to equip the reader with an understanding of the basic principles necessary to apply regression model-building techniques in various fields of study, including engineering, manafement, and the health sciences. A host of technical tools are outlined such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book then discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. This fith edition features numerous newly added topics.
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