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First Course in Bayesian Statistical Methods

De (autor): Peter D. Hoff

First Course in Bayesian Statistical Methods

First Course in Bayesian Statistical Methods

De (autor): Peter D. Hoff

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



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



The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.
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491.33Lei

491.33Lei

545.92 Lei

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



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



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