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A Distribution Free Theory of Nonparametric Regression

24 View(s), published at 2002-08-12, written by László Györfi, published by Springer Science & Business Media
A Distribution Free Theory of Nonparametric Regression

A distribution-free theory of nonparametric regression by László Györfi By providing a systematic in-depth analysis of nonparametric regression with random design, this book places its emphasis is on distribution-free properties of the estimates. The book will be a valuab.... Published date on: 2002-08-12 with total page: 647 pages. Publisher of A Distribution-Free Theory of Nonparametric Regression is Springer Science & Business Media.

By providing a systematic in-depth analysis of nonparametric regression with random design, this book places its emphasis is on distribution-free properties of the estimates. The book will be a valuable reference for anyone interested in nonparametric regression and introduces the reader to empirical process theory, martingales and approximation properties of neural networks.

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