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Regression Analysis with Applications

  • Book
  • © 1986

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Authors:
  1. G. Barrie Wetherill

    1. Department of Statistics, The University of Newcastle upon Tyne, UK

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  2. P. Duncombe

    1. Applied Statistics Research Unit, University of Kent at Canterbury, UK

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  3. M. Kenward

    1. Mathematical Institute, University of Kent at Canterbury, UK

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  4. J. Köllerström

    1. Mathematical Institute, University of Kent at Canterbury, UK

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  5. S. R. Paul

    1. Department of Mathematics and Statistics, University of Windsor, Canada

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  6. B. J. Vowden

    1. Mathematical Institute, University of Kent at Canterbury, UK

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Part of the book series: Monographs on Statistics and Applied Probability (MSAP)

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. A review of multiple regression by least squares

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 1-16

  3. Data exploration

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 17-42

  4. Obtaining least squares solutions

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 43-81

  5. Multicollinearity

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 82-107

  6. Generalized inverse regression

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 108-137

  7. Outliers

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 138-164

  8. Testing for transformations

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 165-179

  9. Testing for normality

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 180-198

  10. Heteroscedasticity and serial correlation

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 199-214

  11. Predictions from regression

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 215-229

  12. Choosing a regression model

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 230-248

  13. The analysis of response surface data

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 249-265

  14. Alternative error structures

    • G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden
    Pages 266-292

  15. Back Matter

    Pages 293-311
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Keywords

Authors and Affiliations

  • Department of Statistics, The University of Newcastle upon Tyne, UK

    G. Barrie Wetherill

  • Applied Statistics Research Unit, University of Kent at Canterbury, UK

    P. Duncombe

  • Mathematical Institute, University of Kent at Canterbury, UK

    M. Kenward, J. Köllerström, B. J. Vowden

  • Department of Mathematics and Statistics, University of Windsor, Canada

    S. R. Paul

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