Overview
- Guides students using a carefully paced exposition of the theory underlying linear models and experimental design
- Provides a resource for researchers seeking a thorough mathematical treatment of the foundations of the subject
- Offers a fresh perspective on the concepts, history and development of linear model theory and experimental design
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (6 chapters)
Keywords
About this book
The text gives a carefully paced and unified presentation of two topics, linear models and experimental design. Students are assumed to have a solid background in linear algebra, basic knowledge of regression and analysis of variance, and some exposure to experimental design, and should be comfortable with reading and constructing mathematical proofs.
The book leads students into the mathematical theory, including many examples both for motivation and for illustration. Over 130 exercises of varying difficulty are included. An extensive mathematical appendix and a detailed index make the text especially accessible.
Linear Models and Design can serve as a textbook for a year-long course in the topics covered, or for a one-semester course in either linear model theory or experimental design. It prepares students for more advanced topics in the field, and assists in developing a thoughtful approach to the existing literature. It includes a guide to terminology as well as discussion of the history and development of ideas, and offers a fresh perspective on the fundamental concepts and results of the subject.
Authors and Affiliations
About the author
Bibliographic Information
Book Title: Linear Models and Design
Authors: Jay H. Beder
DOI: https://doi.org/10.1007/978-3-031-08176-7
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Hardcover ISBN: 978-3-031-08175-0Published: 16 November 2022
Softcover ISBN: 978-3-031-08178-1Published: 17 November 2023
eBook ISBN: 978-3-031-08176-7Published: 14 November 2022
Edition Number: 1
Number of Pages: XXI, 343
Number of Illustrations: 15 b/w illustrations