Parametric statistical theory

Parametric statistical theory

by Pfanzagl, J., (Johann)

Type Book
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Title Statements

  • Full title :Parametric statistical theory / Johann Pfanzagl, with the assistance of R. Hamböker.

Edition Statements

  • Publication Date:1994.

Publication Statements

  • Publisher(s):W. De Gruyter
  • Place of Publication:Berlin
  • Language:eng
  • Publication Date:1994.

The Physical Object

  • Description:1 online resource (xiii, 374 pages) : : illustrations

Edition Identifiers

  • ISBN:9783110889765, 3110889765, 9783110138634, 3110138638
  • oclc:ocn815506977
  • LC Classification:QA276
  • Dewey Decimal:519.5/4

Table of Contents

Preface; Introduction; Chapter 1 Sufficiency and completeness; 1.1 Introduction; 1.2 Sufficiency and factorization of densities; 1.3 Sufficiency and exhaustivity; 1.4 Minimal sufficiency; 1.5 Completeness; 1.6 Exponential families; 1.7 Auxiliary results on families with monotone likelihood ratios; 1.8 Ancillary statistics; 1.9 Equivariance and invariance; 1.10 Appendix: Conditional expectations, conditional distributions; Chapter 2 The evaluation of estimators; 2.1 Introduction; 2.2 Unbiasedness of estimators; 2.3 The concentration of real valued estimators

2.4 Concentration of multivariate estimators2.5 Evaluating estimators by loss functions; 2.6 The relative efficiency of estimators; 2.7 Examples on the evaluation of estimators; Chapter 3 Mean unbiased estimators and convex loss functions; 3.1 Introduction; 3.2 The Rao-Blackwell-Lehmann-Scheffé-Theorem; 3.3 Examples of mean unbiased estimators with minimal convex risk; 3.4 Mean unbiased estimation of probabilities; 3.5 A result on bounded mean unbiased estimators; Chapter 4 Testing hypotheses; 4.1 Basic concepts; 4.2 Critical functions, critical regions; 4.3 The Neyman-Pearson Lemma

4.4 Optimal tests for composite hypotheses4…

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