A First Course in Bayesian Statistical Methods (Springer Texts in Statistics) (English Edition) por Peter D. Hoff

Titulo del libro: A First Course in Bayesian Statistical Methods (Springer Texts in Statistics) (English Edition)

Autor: Peter D. Hoff

Número de páginas: 271 páginas

Fecha de lanzamiento: June 2, 2009

Editor: Springer

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A First Course in Bayesian Statistical Methods (Springer Texts in Statistics) (English Edition) por Peter D. Hoff

Peter D. Hoff con A First Course in Bayesian Statistical Methods (Springer Texts in Statistics) (English Edition)



  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.