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  1. Bog
  2. Matematik
  3. Sandsynlighedsregning og statistik

Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory

Af: Odile Pons Engelsk Hardback

Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory

Af: Odile Pons Engelsk Hardback
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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.
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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.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 304
ISBN-13: 9789814531740
Indbinding: Hardback
Udgave:
ISBN-10: 981453174X
Kategori: Sandsynlighedsregning og statistik
Udg. Dato: 20 nov 2013
Længde: 0mm
Bredde: 0mm
Højde: 0mm
Forlag: World Scientific Publishing Co Pte Ltd
Oplagsdato: 20 nov 2013
Forfatter(e): Odile Pons
Forfatter(e) Odile Pons

Kategori Sandsynlighedsregning og statistik

ISBN-13 9789814531740

Sprog Engelsk

Indbinding Hardback

Sider 304

Udgave

Længde 0mm

Bredde 0mm

Højde 0mm

Udg. Dato 20 nov 2013

Oplagsdato 20 nov 2013

Forlag World Scientific Publishing Co Pte Ltd

Kategori sammenhænge