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Linear Models: Least Squares and Alternatives Book

Linear Models: Least Squares and Alternatives
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Linear Models: Least Squares and Alternatives, 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 au, Linear Models: Least Squares and Alternatives
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  • Linear Models: Least Squares and Alternatives
  • Written by author C. Radhakrishna Rao, Helge Toutenburg
  • Published by Springer, 1999/08/01
  • 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 au
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Book Categories

Authors

Preface to the First Edition
Preface to the Second Edition
1 Introduction 1
2 Linear Models 5
3 The Linear Regression Model 23
4 The Generalized Linear Regression Model 97
5 Exact and Stochastic Linear Restrictions 137
6 Prediction Problems in the Generalized Regression Model 181
7 Sensitivity Analysis 211
8 Analysis of Incomplete Data Sets 241
9 Robust Regression 271
10 Models for Categorical Response Variables 289
A Matrix Algebra 353
B Tables 391
C Software for Linear Regression Models 395
References 403
Index 421


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Linear Models: Least Squares and Alternatives, 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 au, Linear Models: Least Squares and Alternatives

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Linear Models: Least Squares and Alternatives, 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 au, Linear Models: Least Squares and Alternatives

Linear Models: Least Squares and Alternatives

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Linear Models: Least Squares and Alternatives, 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 au, Linear Models: Least Squares and Alternatives

Linear Models: Least Squares and Alternatives

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