Plane Answers to Complex Questions: The Theory of Linear Models / Edition 3

Plane Answers to Complex Questions: The Theory of Linear Models / Edition 3

by Ronald Christensen
     
 

ISBN-10: 1441929711

ISBN-13: 9781441929716

Pub. Date: 12/03/2010

Publisher: Springer New York

This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The authors emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models, based on projections, orthogonality, and other vector space ideas. Every chapter comes with numerous exercises and

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Overview

This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The authors emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models, based on projections, orthogonality, and other vector space ideas. Every chapter comes with numerous exercises and examples that make it ideal for a graduate- level course. All of the standard topics are covered in depth. In addition, the book covers topics that are not usually treated at this level, but which are important in their own right. The author, Ronald Christensen, is a Professor of Statistics at the University of New Mexico.

Product Details

ISBN-13:
9781441929716
Publisher:
Springer New York
Publication date:
12/03/2010
Series:
Springer Texts in Statistics Series
Edition description:
Softcover reprint of hardcover 3rd ed. 2002
Pages:
476
Product dimensions:
1.01(w) x 9.21(h) x 6.14(d)

Table of Contents

Introduction
• Estimation
• Testing Hypotheses
• One-Way ANOVA
• Multiple Comparison Techniques
• Regression Analysis
• Multifactor Analysis of Variance
• Experimental Design Models
• Analysis of Covariance
• Estimation and Testing in General Gauss-Markov Models
• Split Plot Models
• Mixed Models and Variance Components
• Checking Assumptions, Residuals, and Influential Observations
• Variable Selection and Collinearity

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