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Statistical Inference Based Kernel by Fauzi Rizky (11 results)
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Statistical Inference Based on Kernel Distribution Function Estimators
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Statistical Inference Based on Kernel Distribution Function Estimators (JSS Research Series in Statistics)
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Paperback. Condition: Brand New. 104 pages. 9.25x6.10x0.22 inches. In Stock.
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Statistical Inference Based on Kernel Distribution Function Estimators
Language: English
Published by Springer Nature Singapore, 2023
ISBN 10: 9819918618 ISBN 13: 9789819918614
Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | This book presents a study of statistical inferences based on the kernel-type estimators of distribution functions. The inferences involve matters such as quantile estimation, nonparametric tests, and mean residual life expectation, to name just some. Convergence rates for the kernel estimators of density functions are slower than ordinary parametric estimators, which have root-n consistency. If the appropriate kernel function is used, the kernel estimators of the distribution functions recover the root-n consistency, and the inferences based on kernel distribution estimators have root-n consistency. Further, the kernel-type estimator produces smooth estimation results. The estimators based on the empirical distribution function have discrete distribution, and the normal approximation cannot be improved¿that is, the validity of the Edgeworth expansion cannot be proved. If the support of the population density function is bounded, there is a boundary problem, namely the estimator does not have consistency near the boundary. The book also contains a study of the mean squared errors of the estimators and the Edgeworth expansion for quantile estimators.
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Paperback. Condition: Brand New. 104 pages. 9.25x6.10x0.22 inches. In Stock. This item is printed on demand.
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Condition: New. Print on Demand.
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Condition: New. PRINT ON DEMAND.
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Statistical Inference Based on Kernel Distribution Function Estimators
Language: English
Published by Springer, Berlin|Springer Nature Singapore|Springer, 2023
ISBN 10: 9819918618 ISBN 13: 9789819918614
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book presents a study of statistical inferences based on the kernel-type estimators of distribution functions. The inferences involve matters such as quantile estimation, nonparametric tests, and mean residual life expectation, to name just some. Co.
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Taschenbuch. Condition: Neu. Statistical Inference Based on Kernel Distribution Function Estimators | Rizky Reza Fauzi (u. a.) | Taschenbuch | viii | Englisch | 2023 | Springer | EAN 9789819918614 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.
