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Subset Selection in Regression
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Subset Selection in Regression Hardcover - 2002 - 2nd Edition

by Alan Miller


From the publisher

Originally published in 1990, the first edition of Subset Selection in Regression filled a significant gap in the literature, and its critical and popular success has continued for more than a decade. Thoroughly revised to reflect progress in theory, methods, and computing power, the second edition promises to continue that tradition. The author has thoroughly updated each chapter, incorporated new material on recent developments, and included more examples and references.

New in the Second Edition:

  • A separate chapter on Bayesian methods
  • Complete revision of the chapter on estimation
  • A major example from the field of near infrared spectroscopy
  • More emphasis on cross-validation
  • Greater focus on bootstrapping
  • Stochastic algorithms for finding good subsets from large numbers of predictors when an exhaustive search is not feasible
  • Software available on the Internet for implementing many of the algorithms presented
  • More examples

    Subset Selection in Regression, Second Edition remains dedicated to the techniques for fitting and choosing models that are linear in their parameters and to understanding and correcting the bias introduced by selecting a model that fits only slightly better than others. The presentation is clear, concise, and belongs on the shelf of anyone researching, using, or teaching subset selecting techniques.

  • Details

    • Title Subset Selection in Regression
    • Author Alan Miller
    • Binding Hardcover
    • Edition number 2nd
    • Edition 2
    • Pages 256
    • Volumes 1
    • Language ENG
    • Publisher CRC Press
    • Date 2002-04-15
    • Illustrated Yes
    • Features Bibliography, Illustrated, Index
    • ISBN 9781584881711 / 1584881712
    • Weight 1.05 lbs (0.48 kg)
    • Dimensions 9.5 x 6.54 x 0.77 in (24.13 x 16.61 x 1.96 cm)
    • Library of Congress subjects Regression analysis, Least squares
    • Library of Congress Catalog Number 2002020214
    • Dewey Decimal Code 519.536
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    Subset Selection in Regression

    Subset Selection in Regression

    by Alan Miller

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    Hard Cover. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; Deals with the techniques for fitting and choosing models that are linear in their parameters and to understanding and correcting the bias introduced by selecting a model. This title includes a chapter on Bayesian methods and an example
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    Subset Selection in Regression
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    Subset Selection in Regression

    by Cox, D.R. (Series edited by)/ Reid, N. (Series edited by)/ Isham, Valerie (Series edited by)/ Louis, Thomas A. (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Tibshirani, R.J. (Series edited by)/ Miller, Alan (Autho

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    CRC Pr I Llc, 2002. Hardcover. New. 2nd sub edition. 288 pages. 9.00x6.00x0.75 inches.
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    Subset Selection in Regression
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    Subset Selection in Regression

    by Cox, D.R. (Series edited by)/ Reid, N. (Series edited by)/ Isham, Valerie (Series edited by)/ Louis, Thomas A. (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Tibshirani, R.J. (Series edited by)/ Miller, Alan (Autho

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    Description:
    CRC Pr I Llc, 2002. Hardcover. New. 2nd sub edition. 288 pages. 9.00x6.00x0.75 inches.
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    Subset Selection in Regression, Second Editon
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    Subset Selection in Regression, Second Editon

    by Miller, Alan

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    Chapman and Hall/CRC, 2002-04-15. Hardcover. New. New. In shrink wrap. Looks like an interesting title!
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