Linear Models and Generalizations
Rao, C. Radhakrishna / Toutenburg, Helge / Shalabh / Heumann, Christian / Schomaker, M. Revised and updated with the latest results, this Third Edition explores 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 of coverage include sensitivity analys...