The IMA Volumes in Mathematics and its Applications

Directions in Robust Statistics and Diagnostics

Part II

Editors: Stahel, Werner, Weisberg, Sanford (Eds.)

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About this book

This IMA Volume in Mathematics and its Applications DIRECTIONS IN ROBUST STATISTICS AND DIAGNOSTICS is based on the proceedings of the first four weeks of the six week IMA 1989 summer program "Robustness, Diagnostics, Computing and Graphics in Statistics". An important objective of the organizers was to draw a broad set of statisticians working in robustness or diagnostics into collaboration on the challenging problems in these areas, particularly on the interface between them. We thank the organizers of the robustness and diagnostics program Noel Cressie, Thomas P. Hettmansperger, Peter J. Huber, R. Douglas Martin, and especially Werner Stahel and Sanford Weisberg who edited the proceedings. A vner Friedman Willard Miller, Jr. PREFACE Central themes of all statistics are estimation, prediction, and making decisions under uncertainty. A standard approach to these goals is through parametric mod­ elling. Parametric models can give a problem sufficient structure to allow standard, well understood paradigms to be applied to make the required inferences. If, how­ ever, the parametric model is not completely correct, then the standard inferential methods may not give reasonable answers. In the last quarter century, particularly with the advent of readily available computing, more attention has been paid to the problem of inference when the parametric model used is not correctly specified.

Table of contents (20 chapters)

  • Small Sample Properties of Robust Analyses of Linear Models Based on R-Estimates: A Survey

    McKean, Joseph W. (et al.)

    Pages 1-19

  • Regression Diagnostics for Rank-Based Methods II

    Mckean, Joseph W. (et al.)

    Pages 21-31

  • Robust Multivariate Spectral Analysis of the EEG

    Molinari, Luciano (et al.)

    Pages 33-47

  • Configural Polysampling

    Morgenthaler, Stephan

    Pages 49-63

  • Robustness to Unequal Scale and Other Departures from the Classical Linear Model

    Nanayakkara, Nuwan (et al.)

    Pages 65-113

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4612-4444-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $229.00
price for USA
  • ISBN 978-0-387-97531-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-1-4612-8772-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Directions in Robust Statistics and Diagnostics
Book Subtitle
Part II
Editors
  • Werner Stahel
  • Sanford Weisberg
Series Title
The IMA Volumes in Mathematics and its Applications
Series Volume
34
Copyright
1991
Publisher
Springer-Verlag New York
Copyright Holder
Springer-Verlag New York, Inc.
eBook ISBN
978-1-4612-4444-8
DOI
10.1007/978-1-4612-4444-8
Hardcover ISBN
978-0-387-97531-3
Softcover ISBN
978-1-4612-8772-8
Series ISSN
0940-6573
Edition Number
1
Number of Pages
XVIII, 380
Topics