
- English
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eBook - ePub
Linear Model Methodology
About this book
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
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Yes, you can access Linear Model Methodology by Andre I. Khuri in PDF and/or ePUB format. We have over one million books available in our catalogue for you to explore.
Information
Topic
MathematicsIndex
MathematicsTable of contents
- Cover
- Half Title
- Title Page
- Copyright Page
- Dedication
- Table of Contents
- Preface
- Author
- 1 Linear Models: Some Historical Perspectives
- 2 Basic Elements of Linear Algebra
- 3 Basic Concepts in Matrix Algebra
- 4 The Multivariate Normal Distribution
- 5 Quadratic Forms in Normal Variables
- 6 Full-Rank Linear Models
- 7 Less-Than-Full-Rank Linear Models
- 8 Balanced Linear Models
- 9 The Adequacy of Satterthwaite’s Approximation
- 10 Unbalanced Fixed-Effects Models
- 11 Unbalanced Random and Mixed Models
- 12 Additional Topics in Linear Models
- 13 Generalized Linear Models
- Bibliography
- Index