Introduction to Bayesian statistics
著者
書誌事項
Introduction to Bayesian statistics
Springer, c2007
2nd, updated and enl. ed
- タイトル別名
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Einführung in Bayes-Statistik
- 統一タイトル
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Einführung in Bayes-Statistik
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注記
Includes bibliographical references (p. [235]-244) and index
HTTP:URL=http://www.loc.gov/catdir/toc/fy0715/2007929992.html Information=Table of contents only
内容説明・目次
内容説明
This book presents Bayes' theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an intuitive understanding of random variables and their probability distributions to be formed.
目次
Probability.- Parameter Estimation, Confidence Regions and Hypothesis Testing.- Linear Model.- Special Models and Applications.- Numerical Methods.
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