Linear Models and Generalizations: Least Squares and Alternatives

by C. Radhakrishna Rao, Helge Toutenburg, Shalabh

Book Overview

The Simple Linear Regression Model.- The Multiple Linear Regression Model and Its Extensions.- The Generalized Linear Regression Model.- Exact and Stochastic Linear Restrictions.- Prediction in the Generalized Regression Model.- Sensitivity Analysis.- Analysis of Incomplete Data Sets.- Robust Regression.- Models for Categorical Response Variables.

• 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"