A First Course in Bayesian Statistical Methods (Springer by Peter D. Hoff

By Peter D. Hoff

  1. A self-contained creation to likelihood, exchangeability and Bayes’ rule offers a theoretical realizing of the utilized fabric.

  2. Numerous examples with R-code that may be run "as-is" permit the reader to accomplish the information analyses themselves.

  3. The improvement of Monte Carlo and Markov chain Monte Carlo tools within the context of information research examples presents motivation for those computational methods.

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