Combinatorial Methods in Density Estimation pdf epub mobi txt 电子书下载 2024

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Luc Devroye

Springer

2001-01-12

220

USD 79.95

Hardcover

9780387951171

图书标签: 非参数统计统计数学

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发表于2024-11-14

Combinatorial Methods in Density Estimation epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Combinatorial Methods in Density Estimation pdf epub mobi txt 电子书下载 2024

图书描述

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.

Combinatorial Methods in Density Estimation 下载 mobi epub pdf txt 电子书

著者简介

Gabor Lugosi is Professor at Universitat Pompeu Fabra in Barcelona, and Luc Debroye is Professor at McGill University in Montreal. In 1996, the authors, together with Lászlo Györfi, published the successful text, A Probabilistic Theory of Pattern Recognition with Springer-Verlag. Both authors have made many contributions in the area of nonparametric estimation.