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Introduction to Bayesian statistics
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 wit...
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| Lenguaje: | eng |
| Publicado: |
Springer
2007
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| Acceso en línea: | http://cds.cern.ch/record/2283290 |
| _version_ | 1780955727611822080 |
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| author | Koch, Karl-Rudolf |
| author_facet | Koch, Karl-Rudolf |
| author_sort | Koch, Karl-Rudolf |
| collection | CERN |
| description | 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. |
| id | cern-2283290 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2007 |
| publisher | Springer |
| record_format | invenio |
| spelling | cern-22832902021-04-21T19:04:30Zhttp://cds.cern.ch/record/2283290engKoch, Karl-RudolfIntroduction to Bayesian statisticsXXThis 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.Springeroai:cds.cern.ch:22832902007 |
| spellingShingle | XX Koch, Karl-Rudolf Introduction to Bayesian statistics |
| title | Introduction to Bayesian statistics |
| title_full | Introduction to Bayesian statistics |
| title_fullStr | Introduction to Bayesian statistics |
| title_full_unstemmed | Introduction to Bayesian statistics |
| title_short | Introduction to Bayesian statistics |
| title_sort | introduction to bayesian statistics |
| topic | XX |
| url | http://cds.cern.ch/record/2283290 |
| work_keys_str_mv | AT kochkarlrudolf introductiontobayesianstatistics |