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Theoretical statistics : topics for a core course

Author: Robert W Keener
Publisher: New York : Springer, 2010.
Series: Springer texts in statistics.
Edition/Format:   eBook : EnglishView all editions and formats
Database:WorldCat
Summary:

Covers topics in theoretical statistics. This book includes chapters that covers bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and  Read more...

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Keener, Robert W.
Theoretical statistics.
New York : Springer, 2010
(DLC) 2010935925
Material Type: Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Robert W Keener
ISBN: 9780387938394 0387938397
OCLC Number: 680624852
Description: 1 online resource (xvii, 538 p.) : ill.
Contents: 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.
Series Title: Springer texts in statistics.
Responsibility: 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 Read more...

 
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