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Least squares estimation, when used appropriately, is a powerful research tool. A deeper understanding of the regression concepts is essential for achieving optimal benefits from a least squares analysis. This book builds on the fundamentals of statistical methods and provides appropriate concepts that will allow a scientist to use least squares as an effective research tool. This book is aimed at the scientist who wishes to gain a working knowledge of regression analysis. The basic purpose of this book is to develop an understanding of least squares and related statistical methods without becoming excessively mathematical. It is the outgrowth of more than 30 years of consulting experience with scientists and many years of teaching an appied regression course to graduate students. This book seves as an excellent text for a service course on regression for non-statisticians and as a reference for researchers. It also provides a bridge between a two-semester introduction to statistical methods and a thoeretical linear models course. This book emphasizes the concepts and the analysis of data sets. It provides a review of the key concepts in simple linear regression, matrix operations, and multiple regression. Methods and criteria for selecting regression variables and geometric interpretations are discussed. Polynomial, trigonometric, analysis of variance, nonlinear, time series, logistic, random effects, and mixed effects models are also discussed. Detailed case studies and exercises based on real data sets are used to reinforce the concepts.

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	Science/Engineering Multilevel Analysis for Applied Research: It's Just Regression! (Methodology In The Social Sciences) Multilevel Analysis for Applied Research: It's Just Regression! (Methodology In The Social Sciences)The Guilford Press \| ISBN: 1593854293 \| 2007-04-06 \| PDF \| 355 pages \| 4 Mb This book provides a uniquely accessible introduction to multile ...
	Science/Engineering Multilevel Analysis for Applied Research: It's Just Regression! Robert Bickel PhD, "Multilevel Analysis for Applied Research: It's Just Regression!" The Guilford Press \| 2007 \| ISBN: 159385191X \| 355 pages \| PDF \| 2,1 MB This book provides a uniquely accessible introduction to multilevel modeling, a ...
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	Economics/Finances Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences, Third Edition Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences, Third Edition: Patricia Cohen, Jacob Cohen, Stephen G. West, Leona S. Aiken Lawrence Erlbaum \| ISBN: 0805822232 \| 2002-08-01 \| PDF (OCR) \| 736 pages \| 44.51 Mb T ...
	Economics/Finances Introduction to Linear Regression Analysis, Fourth Edition( Solutions Set) Author: Douglas C. MontgomeryPublisher: Wiley; 4 edition (August 31, 2007)Publish Date: 2008ISBN: 0470258306Pages: 769Product DescriptionThis set includes the text Introduction to Linear Regression Analysis, 4th Edition by Dougla C. Montgom ...
	Applied Regression Analysis: A Research Tool John O. Rawlings, Sastry G. Pantula, David A. Dickey,

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