Linear Models and Generalizations: Least Squares and Alternatives

by C. Radhakrishna Rao, Helge Toutenburg, Shalabh

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 3642093531
• ISBN13: 9783642093531
• Release Date: November 2010
• Publisher: Springer
• Length: 572 Pages
• Weight: 1.81 lbs.
• Dimensions: 1.2" x 6.1" x 9.2"