Plane Answers to Complex Questions The Theory of Linear Models /

• Main Author: Christensen, Ronald (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2011.
• Edition: 4.
• Series: Springer Texts in Statistics,
• Subjects: Statistics.; Statistical Theory and Methods.

This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The author's emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models, based on projections, orthogonality, and other v...

Table of Contents:

• Introduction
• Estimation
• Testing
• One-Way ANOVA
• Multiple Comparison Techniques
• Regression Analysis
• Multifactor Analysis of Variance
• Experimental Design Models
• Analysis of Covariance
• General Gauss-Markov Models
• Split Plot Models
• Mixed Models and Variance Components
• Model Diagnostics
• Variable Selection
• Collinearity and Alternative Estimates.-.