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Theory of Statistical Experiments

  • H. Heyer

Part of the Springer Series in Statistics book series (SSS)

Table of contents

  1. Front Matter
    Pages i-x
  2. H. Heyer
    Pages 1-24
  3. H. Heyer
    Pages 61-82
  4. H. Heyer
    Pages 115-141
  5. H. Heyer
    Pages 142-173
  6. H. Heyer
    Pages 189-227
  7. Back Matter
    Pages 256-289

About this book

Introduction

By a statistical experiment we mean the procedure of drawing a sample with the intention of making a decision. The sample values are to be regarded as the values of a random variable defined on some meas­ urable space, and the decisions made are to be functions of this random variable. Although the roots of this notion of statistical experiment extend back nearly two hundred years, the formal treatment, which involves a description of the possible decision procedures and a conscious attempt to control errors, is of much more recent origin. Building upon the work of R. A. Fisher, J. Neyman and E. S. Pearson formalized many deci­ sion problems associated with the testing of hypotheses. Later A. Wald gave the first completely general formulation of the problem of statisti­ cal experimentation and the associated decision theory. These achieve­ ments rested upon the fortunate fact that the foundations of probability had by then been laid bare, for it appears to be necessary that any such quantitative theory of statistics be based upon probability theory. The present state of this theory has benefited greatly from contri­ butions by D. Blackwell and L. LeCam whose fundamental articles expanded the mathematical theory of statistical experiments into the field of com­ parison of experiments. This will be the main motivation for the ap­ proach to the subject taken in this book.

Keywords

Markov kernel Mathematica Random variable Statistik Variance estimator likelihood probability probability theory statistics theory of statistics

Authors and affiliations

  • H. Heyer
    • 1
  1. 1.Mathematisches InstitutUniversität TübingenTübingen 1West Germany

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4613-8218-8
  • Copyright Information Springer-Verlag New York 1982
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-8220-1
  • Online ISBN 978-1-4613-8218-8
  • Series Print ISSN 0172-7397
  • Buy this book on publisher's site