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Plane Answers to Complex Questions

The Theory of Linear Models

  • Ronald Christensen

Part of the Springer Texts in Statistics book series (STS)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Ronald Christensen
    Pages 1-15
  3. Ronald Christensen
    Pages 16-44
  4. Ronald Christensen
    Pages 45-78
  5. Ronald Christensen
    Pages 79-93
  6. Ronald Christensen
    Pages 94-109
  7. Ronald Christensen
    Pages 110-142
  8. Ronald Christensen
    Pages 143-182
  9. Ronald Christensen
    Pages 183-192
  10. Ronald Christensen
    Pages 193-212
  11. Ronald Christensen
    Pages 237-261
  12. Ronald Christensen
    Pages 262-302
  13. Ronald Christensen
    Pages 352-373
  14. Back Matter
    Pages 374-453

About this book

Introduction

The second edition of Plane Answers has many additions and a couple of deletions. New material includes additional illustrative examples in Ap­ pendices A and B and Chapters 2 and 3, as well as discussions of Bayesian estimation, near replicate lack of fit tests, testing the independence assump­ tion, testing variance components, the interblock analysis for balanced in­ complete block designs, nonestimable constraints, analysis of unreplicated experiments using normal plots, tensors, and properties of Kronecker prod­ ucts and Vee operators. The book contains an improved discussion of the relation between ANOVA and regression, and an improved presentation of general Gauss-Markov models. The primary material that has been deleted are the discussions of weighted means and of log-linear models. The mate­ rial on log-linear models was included in Christensen (1990b), so it became redundant here. Generally, I have tried to clean up the presentation of ideas wherever it seemed obscure to me. Much of the work on the second edition was done while on sabbatical at the University of Canterbury in Christchurch, New Zealand. I would par­ ticularly like to thank John Deely for arranging my sabbatical. Through their comments and criticisms, four people were particularly helpful in con­ structing this new edition. I would like to thank Wes Johnson, Snehalata Huzurbazar, Ron Butler, and Vance Berger.

Keywords

ANOVA Regression analysis analysis of variance data analysis linear model theory linear models textbook

Authors and affiliations

  • Ronald Christensen
    • 1
  1. 1.Department of Mathematics and StatisticsUniversity of New MexicoAlbuquerqueUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4757-2477-6
  • Copyright Information Springer-Verlag New York 1996
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4757-2479-0
  • Online ISBN 978-1-4757-2477-6
  • Series Print ISSN 1431-875X
  • Buy this book on publisher's site