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STATISTICAL TESTS OF NONPARAMETRIC HYPOTHESES: Asymptotic Theory - Hardcover

Pons, Odile

 
9789814531740: STATISTICAL TESTS OF NONPARAMETRIC HYPOTHESES: Asymptotic Theory
Hardcover
ISBN 10: 981453174X ISBN 13: 9789814531740
Verlag: World Scientific, 2013

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

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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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
World Scientific
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
981453174X
ISBN 13 
9789814531740
Einband
Gebundene Ausgabe
Anzahl der Seiten
304
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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