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Introduction to Linear Regression Analysis

Montgomery, Douglas C.

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Book Information
Edition:	5th
Publisher:	Wiley, John & Sons, Inc.
ISBN:	1-119-18017-1 (1119180171)
ISBN-13:	978-1-119-18017-3 (9781119180173)
Binding:	E E Book + ProQuest Ebook Central
Copyright:	2012
Publish Date:	03/12
Weight:	0.00 Lbs.
Carton Quantity:	10
Subject Class:	RET (Returns)
Remarks:	A New Edition of this Title is Available
Return Policy:	Non-Returnable.
Table Of Contents:	View

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ISSN Series:	Wiley Series in Probability and Statistics
Abstract:	Introduction to Linear Regression Analysis, Fifth Edition continues to present both the conventional and less common uses of linear regression in today.s cutting-edge scientific research. The authors blend both theory and application to equip readers with an understanding of the basic principles needed to apply regression model-building techniques in various fields of study, including engineering, management, and the health sciences. Following a general introduction to regression modeling, including typical applications, 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. The Fifth Edition features numerous newly added topics.

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