Książka Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory Odile Pons

Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory

Autor: Odile Pons
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 14-21 dni
482.44
An overview of the asymptotic theory of optimal nonparametric tests is presented in this book. It co...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2013
strony
304
EAN
9789814531740
ISBN
981453174X
Enbook ID
05071097
Waga
567
Wymiary
157 x 231 x 23

Pełny opis

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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