Combinatorial Methods in Density Estimation

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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 text explores 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 ...

Combinatorial Methods in Density Estimation 2012, Springer

ISBN-13: 9781461265276

Softcover Reprint of the Origi edition

Trade paperback

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Combinatorial Methods in Density Estimation 2001, Springer, New York, NY

ISBN-13: 9780387951171

2001 edition

Hardcover

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