Theoretical statistics : topics for a core course /

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Bibliographic Details
Main Author: Keener, Robert W.
Format: Printed Book
Published: New York : Springer, 2010.
Series:Springer texts in statistics,
Subjects:
Mathematical statistics.
Probabilities.
Online Access:http://www.loc.gov/catdir/enhancements/fy1311/2010935925-t.html
http://www.loc.gov/catdir/enhancements/fy1311/2010935925-b.html
http://www.loc.gov/catdir/enhancements/fy1311/2010935925-d.html
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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. ; 
490 1 |a Springer texts in statistics, 
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. 
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