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Measuring Statistical Evidence Using Relative Belief.
・ISBN 978-1-4822-4279-9 hard GB£ 187.99
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-0-429-09511-5
| 著者・編者 | Evans, Michael, |
|---|---|
| シリーズ | Chapman & Hall/CRC Monographs on Statistics and Applied Probability |
| 出版社 | (Chapman & Hall/CRC, US) |
| 出版年月 | 2015 |
| ページ数 | 250 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-12054＞ |
解説
A Sound Basis for the Theory of Statistical Inference
Measuring Statistical Evidence Using Relative Belief provides an overview of recent work on developing a theory of statistical inference based on measuring statistical evidence. It shows that being explicit about how to measure statistical evidence allows you to answer the basic question of when a statistical analysis is correct.
The book attempts to establish a gold standard for how a statistical analysis should proceed. It first introduces basic features of the overall approach, such as the roles of subjectivity, objectivity, infinity, and utility in statistical analyses. It next discusses the meaning of probability and the various positions taken on probability. The author then focuses on the definition of statistical evidence and how it should be measured. He presents a method for measuring statistical evidence and develops a theory of inference based on this method. He also discusses how statisticians should choose the ingredients for a statistical problem and how these choices are to be checked for their relevance in an application.