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£60.19

World Scientific Publishing Company Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory

Name: Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory
Brand: World Scientific Publishing Company
Price: 60.19 GBP
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Applied Mathematics

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Description

An overview of the asymptotic theory of optimal nonparametric tests is presented in this book. It covers a wide range of topics: Neyman-Pearson and LeCam's theories of optimal tests, the theories of empirical processes and kernel estimators with extensions of their applications to the asymptotic behavior of tests for distribution functions, densities and curves of the nonparametric models defining the distributions of point processes and diffusions. With many new test statistics developed for smooth curves, the reliance on kernel estimators with bias corrections and the weak convergence of the estimators are useful to prove the asymptotic properties of the tests, extending the coverage to semiparametric models. They include tests built from continuously observed processes and observations with cumulative intervals. From the Back Cover An overview of the asymptotic theory of optimal nonparametric tests is presented in this book. It covers a wide range of topics: Neyman Pearson and LeCam's theories of optimal tests, the theories of empirical processes and kernel estimators with extensions of their applications to the asymptotic behavior of tests for distribution functions, densities and curves of the nonparametric models defining the distributions of point processes and diffusions. With many new test statistics developed for smooth curves, the reliance on kernel estimators with bias corrections and the weak convergence of the estimators are useful to prove the asymptotic properties of the tests, extending the coverage to semiparametric models. They include tests built from continuously observed processes and observations with cumulative intervals.

Product Specifications

Brand: World Scientific Publishing Company
Format: hardcover
ASIN: 981453174X
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Applied Mathematics
Domain: Amazon UK
Release Date: 20 November 2013
Listed Since: 17 August 2013

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World Scientific Publishing Company Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory

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