A Distribution-Free Theory of Nonparametric Regression

A Distribution-Free Theory of Nonparametric Regression
Author: László Györfi
Publisher: Springer Science & Business Media
Total Pages: 662
Release: 2002-08-12
Genre: Mathematics
ISBN: 0387954414
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This book provides a systematic in-depth analysis of nonparametric regression with random design. It covers almost all known estimates. The emphasis is on distribution-free properties of the estimates.


A Distribution-Free Theory of Nonparametric Regression
Language: en
Pages: 662

A Distribution-Free Theory of Nonparametric Regression

Authors: László Györfi
Categories: Mathematics
Type: BOOK - Published: 2006-04-18 - Publisher: Springer Science & Business Media

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This book provides a systematic in-depth analysis of nonparametric regression with random design. It covers almost all known estimates. The emphasis is on distr
Introduction to Nonparametric Regression
Language: en
Pages: 566

Introduction to Nonparametric Regression

Authors: K. Takezawa
Categories: Mathematics
Type: BOOK - Published: 2005-12-02 - Publisher: John Wiley & Sons

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An easy-to-grasp introduction to nonparametric regression This book's straightforward, step-by-step approach provides an excellent introduction to the field for
Nonparametric Curve Estimation
Language: en
Pages: 423

Nonparametric Curve Estimation

Authors: Sam Efromovich
Categories: Mathematics
Type: BOOK - Published: 2008-01-19 - Publisher: Springer Science & Business Media

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This book gives a systematic, comprehensive, and unified account of modern nonparametric statistics of density estimation, nonparametric regression, filtering s
Bayesian Nonparametrics
Language: en
Pages: 311

Bayesian Nonparametrics

Authors: J.K. Ghosh
Categories: Mathematics
Type: BOOK - Published: 2006-05-11 - Publisher: Springer Science & Business Media

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This book is the first systematic treatment of Bayesian nonparametric methods and the theory behind them. It will also appeal to statisticians in general. The b
Nonparametric and Semiparametric Models
Language: en
Pages: 317

Nonparametric and Semiparametric Models

Authors: Wolfgang Karl Härdle
Categories: Mathematics
Type: BOOK - Published: 2012-08-27 - Publisher: Springer Science & Business Media

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The statistical and mathematical principles of smoothing with a focus on applicable techniques are presented in this book. It naturally splits into two parts: T