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Theoretical statistics : topics for a core course

作者: Robert W Keener
出版商: New York : Springer, 2010.
叢書: Springer texts in statistics.
版本/格式:   電子書 : 文獻 : 英語所有版本和格式的總覽
資料庫:WorldCat
提要:
Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics  再讀一些...
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類型/形式: Electronic books
其他的實體格式: Print version:
Keener, Robert W.
Theoretical statistics.
New York : Springer, 2010
(DLC) 2010935925
(OCoLC)688477588
資料類型: 文獻, 網際網路資源
文件類型 網際網路資源, 電腦檔案
所有的作者/貢獻者: Robert W Keener
ISBN: 9780387938394 0387938397 0387938389 9780387938387
OCLC系統控制編碼: 676700036
描述: 1 online resource (xvii, 538 pages) : illustrations.
内容: 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 optimality --
Large sample theory for likelihood ratio tests --
Nonparametric regression --
Bootstrap methods --
Sequential methods.
叢書名: Springer texts in statistics.
責任: Robert W. Keener.
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Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion.  再讀一些...

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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 再讀一些...

 
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