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Author Rao, C. Radhakrishna (Calyampudi Radhakrishna), 1920-

Title Linear models : least squares and alternatives / C. Radhakrishna Rao, Helge Toutenburg
Edition Second edition
Published New York ; London : Springer, [1999]


Location Call no. Vol. Availability
Description xv, 427 pages : illustrations ; 25 cm
Series Springer series in statistics
Springer series in statistics.
Contents 1. Introduction -- 2. Linear Models -- 3. The Linear Regression Model -- 4. The Generalized Linear Regression Model -- 5. Exact and Stochastic Linear Restrictions -- 6. Prediction Problems in the Generalized Regression Model -- 7. Sensitivity Analysis -- 8. Analysis of Incomplete Data Sets -- 9. Robust Regression -- 10. Models for Categorical Response Variables -- A. Matrix Algebra -- C. Software for Linear Regression Models
Summary "This book provides an up-to-date account of the theory and applications of linear models. It can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations."--BOOK JACKET
Notes Previous ed.: New York : Springer, 1995
Bibliography Includes bibliographical references (pages [403]-419) and index
Subject Linear models (Statistics)
Author Toutenburg, Helge.
LC no. 99014735
ISBN 0387988483 :