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Combinatorial Methods in Density Estimation

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Hardback
01 February 2001
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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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    Product Details
    ISBN-13
    9780387951171
    Author
    Luc Devroye
    Publisher
    Springer Nature B.V.
    Published
    01 February 2001
    Format
    Hardback

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    RRP: $251.90
    $248.12
    Ships in 3-5 business days

    Delivery estimate

    Hurry up! Current stock:

    Combinatorial Methods in Density Estimation

    RRP: $251.90
    $248.12

    Description

    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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