Combinatorial Methods in Density Estimation / Najlacnejšie knihy
Combinatorial Methods in Density Estimation

Code: 02174451

Combinatorial Methods in Density Estimation

by Luc Devroye, Gabor Lugosi

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 para ... more

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Book synopsis

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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Book category Books in English Mathematics & science Mathematics Probability & statistics

121.13 €

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