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Linear models [electronic resource] : least squares and alternatives / C. Radhakrishna Rao, Helge Toutenburg.

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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 f...

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Bibliographic Details
Online Access: Full Text (via Springer)
Main Author: Rao, C. Radhakrishna (Calyampudi Radhakrishna), 1920-2023
Other Authors: Toutenburg, Helge
Format: Electronic eBook
Language:English
Published: New York : Springer, ©1999.
Edition:2nd ed.
Series:Springer series in statistics.
Subjects:
Linear models (Statistics)
Table of Contents:
  • Cover
  • Preface to the First Edition
  • Preface to the Second Edition
  • Table of 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
  • Appendix A
  • Matrix Algebra
  • Appendix B
  • Tables
  • Appendix C
  • Software for Linear Regression Models
  • References.

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