[PDF] All Of Nonparametric Statistics

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Posted on 2018-01-19, updated at 2018-01-20, by luongquocchinh.

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Author: Larry Wasserman | Publisher: Springer | Category: Statistics | Language: English | Page: 284 | ISBN: 0df97847291441d1adf99ee2fc246e18 | ISBN13: 9780387251455 |

Description: "The goal of this text is to provide readers with a single book where they can find a brief account of many modern topics in nonparametric inference. The book is aimed at master's-level or Ph.D.-level students in statistics, computer science, and engineering. It is also suitable for researchers who want to get up to speed quickly on modern nonparametric methods." This text covers a wide range of topics including the bootstrap, the nonparametric delta method, nonparametric regression, density estimation, orthogonal function methods, minimax estimation, nonparametric confidence sets, and wavelets. The book has a mixture of methods and theory.

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