Linear Models and Generalizations 3rd Edition: Least Squares and Alternatives
Language: English
Published by Springer Berlin Heidelberg, 2007
- Softcover
- New
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
AbeBooks seller since January 6, 2003
Condition: New
£ 122.05
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Add to basketItem description from seller
3rd, extended ed. edition. 570 pages. 9.00x6.00x1.34 inches. In Stock.
Seller Inventory # x-3642093531
- Title
- Linear Models and Generalizations 3rd Edition: Least Squares and Alternatives
- Author
- C. Radhakrishna Rao
- Publisher
- Springer Berlin Heidelberg
- Publication year
- 2007
- Condition
- Brand New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 3642093531
- ISBN 13
- 9783642093531
- Edition
- 3rd Edition
- Item weight
- 0.9 kilograms
- Series
- Book 96 of 160: Springer Series in Statistics
Thoroughly revised and updated with the latest results, this Third Edition provides an account of the theory and applications of linear models. The authors present a unified theory of inference from linear models and its generalizations with minimal assumptions. They not only use least squares theory, but also alternative methods of estimation and testing based on convex loss functions and general estimating equations. Highlights include sensitivity analysis and model selection, an analysis of incomplete data, and an analysis of categorical data based on a unified presentation of generalized linear models. There is also an extensive appendix on matrix theory that is particularly useful for researchers in econometrics, engineering, and optimization theory. This text is recommended for courses in statistics at the graduate level as well as for other courses in which linear models play a role.
"Synopsis" may belong to another edition of this title.
Product Description
Third Edition explores the theory and applications of linear models. It presents a unified theory of inference from linear models and its generalizations with minimal assumptions, using least squares theory and alternative methods of estimation and testing.
"About the title" may belong to another edition of this title.
Revaluation Books
Exeter, United Kingdom
AbeBooks seller since January 6, 2003
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Edward Bowditch Ltd
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