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Combinatorial Methods in Density Estimation

Language EnglishEnglish
Book Paperback
Book Combinatorial Methods in Density Estimation Luc Devroye
Libristo code: 02174451
Publishers Springer-Verlag New York Inc., September 2012
Density estimation has evolved enormously since the days of bar plots and histograms, but researcher... Full description
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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.

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About the book

Full name Combinatorial Methods in Density Estimation
Author Luc Devroye, Gabor Lugosi
Language English
Binding Book - Paperback
Date of issue 2012
Number of pages 209
EAN 9781461265276
ISBN 1461265274
Libristo code 02174451
Publishers Springer-Verlag New York Inc.
Weight 349
Dimensions 155 x 12 x 13

Categories

Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Combinatorics & graph theory
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