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_c223402 _d223402 |
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020 | _a9780387938387 | ||
082 | 0 | 0 |
_a519.5 _bKEE.T |
100 | 1 | _aKeener, Robert W. | |
245 | 1 | 0 |
_aTheoretical statistics : _btopics for a core course / _cRobert W. Keener. |
260 |
_aNew York : _bSpringer, _c2010. |
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300 |
_axvii, 538 p. : _bill. ; |
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490 | 1 | _aSpringer texts in statistics, | |
504 | _aIncludes bibliographical references (p. [525]-529) and index. | ||
505 | 0 | _aProbability 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 | _aMathematical statistics. | |
650 | 0 | _aProbabilities. | |
856 | 4 | 1 | _uhttp://www.loc.gov/catdir/enhancements/fy1311/2010935925-t.html |
856 | 4 | 2 | _uhttp://www.loc.gov/catdir/enhancements/fy1311/2010935925-b.html |
856 | 4 | 2 | _uhttp://www.loc.gov/catdir/enhancements/fy1311/2010935925-d.html |
942 | _cBK |