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Statistical theory

Autore: Robert W Keener
Editore: New York ; London : Springer, 2010.
Serie: Springer texts in statistics
Edizione/Formato:   book_printbook : EnglishVedi tutte le edizioni e i formati
Banca dati:WorldCat
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Covers topics in theoretical statistics. This book includes chapters that covers bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and  Per saperne di più…

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Genere/forma: Lehrbuch
Tipo documento: Book
Tutti gli autori / Collaboratori: Robert W Keener
ISBN: 9780387938387 0387938389 9780387938394 0387938397
Numero OCLC: 506248913
Descrizione: pages.
Contenuti: Probability and Measure.- Exponential Families.- Risk, Sufficiency, Completeness, and Ancillarity.- Unbiased Estimation.- Curved Exponential Families.- Conditional Distributions.- Bayesian Estimation.- Large-Sample Theory.- Estimating Equations and Maximum Likelihood.- Equivariant Estimation.- Empirical Bayes and Shrinkage Estimators.- Hypothesis Testing.- Optimal Tests in Higher Dimensions.- General Linear Model.- Bayesian Inference: Modeling and Computation.- Asymptotic Optimality1.- Large-Sample Theory for Likelihood Ratio Tests.- Nonparametric Regression.- Bootstrap Methods.- Sequential Methods.
Titolo della serie: Springer texts in statistics
Responsabilità: Robert W. Keener.

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From the reviews: "The book is innovative in the presentation and in mashing the traditional material with modern topics. The presentation shows a great mastery of the subject. ... recommended to Per saperne di più…

 
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