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(Ebook) Combinatorial Methods in Density Estimation by Luc Devroye, Gabor Lugosi ISBN 9780387951171, 0387951172

SKU: EBN-1809534

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Authors:Luc Devroye, Gabor Lugosi

Pages:220 pages.

Year:2001

Editon:1

Language:english

File Size:14.18 MB

Format:pdf

ISBNS:9780387951171, 0387951172

Categories: Ebooks

Product desciption

(Ebook) Combinatorial Methods in Density Estimation by Luc Devroye, Gabor Lugosi ISBN 9780387951171, 0387951172

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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