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Nonparametric Goodness-of-Fit Testing Under Gaussian Models by I.A. Suslina
Nonparametric Goodness-of-Fit Testing Under Gaussian Models by I.A. Suslina
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Nonparametric Goodness-of-Fit Testing Under Gaussian Models

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Description

This book presents the modern theory of nonparametric goodness-of-fit testing. The study is based on an asymptotic version of the minimax approach. The methods for the construction of asymptotically optimal, rate optimal, and optimal adaptive test procedures are developed. The authors present many new results that demonstrate the principal differences between nonparametric goodness-of-fit testing problems with parametric goodness-of-fit testing problems and with non-parametric estimation problems. This book fills the gap in modern nonparametric statistical theory by discussing hypothesis testing.The book is addressed to mathematical statisticians who are interesting in the theory of non-parametric statistical inference. It will be of interest to specialists who are dealing with applied non-parametric statistical problems that are relevant in signal detection and transmission and in technical and medical diagnostics among others.
Release date NZ
October 29th, 2002
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
  • Undergraduate
Illustrations
1 Illustrations, black and white; XIV, 457 p. 1 illus.
Pages
457
Dimensions
155x235x24
ISBN-13
9780387955315
Product ID
2087318

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