All of Nonparametric Statistics

ISBN: 9781441920447

出版社: Springer

出版年: 2009-12-28

页数: 270

定价: USD 159.00

装帧: Paperback

内容简介

This text provides the reader with a single book where they can find accounts of a number of up-to-date issues in nonparametric inference. The book is aimed at Masters or PhD 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. It 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,s dual approach includes a mixture of methodology and theory.