Linear Model Methodology: 1st Edition (e-Book) book cover

Linear Model Methodology

1st Edition

By Andre I. Khuri

Chapman and Hall/CRC

562 pages

Purchasing Options:$ = USD
Hardback: 9781584884811
pub: 2009-10-21
eBook (VitalSource) : 9780429148507
pub: 2009-10-21
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Given the importance of linear models in statistical theory and experimental research, a good understanding of their fundamental principles and theory is essential. Supported by a large number of examples, Linear Model Methodology provides a strong foundation in the theory of linear models and explores the latest developments in data analysis.After

Table of Contents

Linear Models: Some Historical Perspectives. Basic Elements of Linear Algebra. Basic Concepts in Matrix Algebra. The Multivariate Normal Distribution. Quadratic Forms in Normal Variables. Full-Rank Linear Models. Less-Than-Full-Rank Linear Models. Balanced Linear Models. The Adequacy of Satterthwaite's Approximation. Unbalanced Fixed-Effects Models. Unbalanced Random and Mixed Models. Additional Topics in Linear Models. Generalized Linear Models. Bibliography. Index.

About the Author

Andre I. Khuri is a Professor Emeritus in the Department of Statistics at the University of Florida in Gainesville.

Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General