All of Nonparametric Statistics

Larry Wasserman

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Idioma: inglés

Editorial: Springer-Verlag New York Inc., 2005

0387251456 / 9780387251455

Serie: Libro 24 de 111 - Springer Texts in Statistics

Librería: World of Books Inc, Montgomery, IL, Estados Unidos de AmericaWorld of Books Inc

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Descripción del artículo del vendedor

There are many books on various aspects of nonparametric inference such as density estimation, nonparametric regression, bootstrapping, and wavelets methods. But it is hard to ?nd all these topics covered in one place. The goal of this text is to provide readers with a single book where they can ?nd a brief account of many of the modern topics in nonparametric inference. The book is aimed at master's-level or Ph. D. -level statistics and computer science students. It is also suitable for researchersin statistics, machine lea- ing and data mining who want to get up to speed quickly on modern n- parametric methods. My goal is to quickly acquaint the reader with the basic concepts in many areas rather than tackling any one topic in great detail. In the interest of covering a wide range of topics, while keeping the book short, I have opted to omit most proofs. Bibliographic remarks point the reader to references that contain further details. Of course, I have had to choose topics to include andto omit,the title notwithstanding. For the mostpart,I decided to omit topics that are too big to cover in one chapter. For example, I do not cover classi?cation or nonparametric Bayesian inference. The book developed from my lecture notes for a half-semester (20 hours) course populated mainly by master's-level students. For Ph. D.…

N° de ref. del artículo CIN0387251456G

Título
All of Nonparametric Statistics
Autor
Larry Wasserman
Editorial
Springer-Verlag New York Inc.
Año de publicación
2005
Estado
Good
Encuadernación
Hardback
Idioma
inglés
ISBN 10
0387251456
ISBN 13
9780387251455
Serie
Libro 24 de 111: Springer Texts in Statistics

World of Books Inc

Montgomery, IL, Estados Unidos de America

Vendedor de 4 estrellas

Vendedor de IberLibro desde 23 de marzo de 2026

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