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A First Course in Bayesian Statistical Methods

A First Course in Bayesian Statistical Methods - Paperback

by Peter D. Hoff
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Availability:In StockContributor:Peter D. HoffSeries:Springer Texts in StatisticsPublish date:2010-11-19Pages:271
Language:EnglishPublisher:SpringerISBN-13:9781441928283ISBN-10:1441928286UPC:9781441928283Book Category:Mathematics, Social Science, Business & EconomicsBook Subcategory:Probability & Statistics, Methodology, EconometricsBook Topic:Bayesian AnalysisSize:9.21 x 6.14 x 0.60 inchesWeight:0.8818Product ID:SCYYCVNVC7

  1. A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical understanding of the applied material.

  2. Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves.

  3. The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.


Language:EnglishPublisher:SpringerISBN-13:9781441928283ISBN-10:1441928286UPC:9781441928283Book Category:Mathematics, Social Science, Business & EconomicsBook Subcategory:Probability & Statistics, Methodology, EconometricsBook Topic:Bayesian AnalysisSize:9.21 x 6.14 x 0.60 inchesWeight:0.8818Product ID:SCYYCVNVC7
Publisher: Springer

Contributor(s)

Peter D. Hoff

Author

Peter D. Hoff

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