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Theoretical statistics : topics for a core course /

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Keener, Robert W.
التنسيق: Printed Book
اللغة:English
منشور في: New York : Springer, 2010.
سلاسل:Springer texts in statistics.
الموضوعات:
الوصول للمادة أونلاين:Table of contents only
Contributor biographical information
Publisher description
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100 1 |a Keener, Robert W. 
245 1 0 |a Theoretical statistics :  |b topics for a core course /  |c Robert W. Keener. 
260 |a New York :  |b Springer,  |c 2010. 
300 |a xvii, 538 p. :  |b ill. ;  |c 24 cm. 
490 1 |a Springer texts in statistics,  |x 1431-875X 
504 |a Includes bibliographical references (p. [525]-529) and index. 
505 0 |a 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 -- Appendix 1: Functions -- Appendix 2: Topology and continuity in Rn -- Appendix 3: Vector spaces and the geometry of Rn -- Appendix 4: Manifolds and tangent spaces -- Appendix 5: Taylor expansion for functions of several variables -- Appendix 6: Inverting a partitioned matrix -- Appendix 7: Central limit theory -- Solutions. 
650 0 |a Mathematical statistics. 
650 0 |a Probabilities. 
856 4 1 |3 Table of contents only  |u http://www.loc.gov/catdir/enhancements/fy1311/2010935925-t.html 
856 4 2 |3 Contributor biographical information  |u http://www.loc.gov/catdir/enhancements/fy1311/2010935925-b.html 
856 4 2 |3 Publisher description  |u http://www.loc.gov/catdir/enhancements/fy1311/2010935925-d.html 
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830 0 |a Springer texts in statistics. 
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