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Combinatorial Methods in Density Estimation
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Combinatorial Methods in Density Estimation Hardcover - 2001 - 2001st Edition

by Luc Devroye; Gabor Lugosi


From the publisher

Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This book is the first to explore a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected error is within a given constant multiple of the best possible error. The paradigm can be used in nearly all density estimates and for most model selection problems, both parametric and nonparametric.

Details

  • Title Combinatorial Methods in Density Estimation
  • Author Luc Devroye; Gabor Lugosi
  • Binding Hardcover
  • Edition number 2001st
  • Edition 2001
  • Pages 209
  • Volumes 1
  • Language ENG
  • Publisher Springer, New York, NY
  • Date 2001-01-12
  • Features Bibliography, Index
  • ISBN 9780387951171 / 0387951172
  • Weight 1.08 lbs (0.49 kg)
  • Dimensions 9.21 x 6.14 x 0.56 in (23.39 x 15.60 x 1.42 cm)
  • Library of Congress subjects Combinatorial analysis, Estimation theory
  • Library of Congress Catalog Number 00058306
  • Dewey Decimal Code 512.24
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Combinatorial Methods in Density Estimation (Springer Series in Statistics)
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Combinatorial Methods in Density Estimation (Springer Series in Statistics)

by Devroye, Luc

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Combinatorial Methods in Density Estimation

Combinatorial Methods in Density Estimation

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Combinatorial Methods in Density Estimation (Springer Series in Statistics)
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Combinatorial Methods in Density Estimation (Springer Series in Statistics)

by Devroye, Luc; Lugosi, Gabor

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Combinatorial Methods In Density Estimation (Hb 2001)

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