Theory of Linear Models

by Bent Jorgensen

Overview

Providing a self-contained exposition of the theory of linear models, this treatise strikes a compromise between theory and practice, providing a sound theoretical basis while putting the theory to work in important cases.

Product Details

ISBN-13:	9781351408615
Publisher:	CRC Press
Publication date:	01/14/2019
Series:	Chapman & Hall/CRC Texts in Statistical Science
Sold by:	Barnes & Noble
Format:	eBook
Pages:	240
File size:	19 MB
Note:	This product may take a few minutes to download.

About the Author

Bent Jorgensen

Table of Contents

1: Rectangular cartesian coordinates and rotation of axes; 2: Scalar and vector algebra; 3: Vector functions of a real variable. Differential geometry of curves; 4: Scalar and vector fields; 5: Line, surface and volume integrals; 6: Integral theorems; 7: Applications In Potential Theory; 8: Cartesian tensors; 9: Representation theorems for isotropic tensor functions

Editorial Reviews

A self-contained exposition of the theory of linear models, including practical aspects of residuals and data analysis. It provides a sound theoretical basis for linear models while putting the theory to work in important special cases. Topics are simple linear regression, the general linear model, one-sample and one- factor analysis of variance, multiple regression models, analysis of residuals, and analysis of variance with two or three factors. Each chapter contains exercises. Annotation c. Book News, Inc., Portland, OR (booknews.com)

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