Linear Models Least Squares and Alternatives /

• Main Authors: Radhakrishna Rao, C. (Author), Toutenburg, Helge (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 1999.
• Edition: Second Edition.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Statistical Theory and Methods.

Table of Contents:

• Linear Models
• The Linear Regression Model
• The Generalized Linear Regression Model
• Exact and Stochastic Linear Restrictions
• Prediction Problems in the Generalized Regression Model
• Sensitivity Analysis
• Analysis of Incomplete Data Sets
• Robust Regression
• Models for Categorical Response Variables.