<p>This Bayesian modeling book is intended for practitioners and applied statisticians looking for a self-contained entry to computational Bayesian statistics. Focusing on standard statistical models and backed up by discussed real datasets available from the book website, it provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical justifications. Special attention is paid to the derivation of prior distributions in each case and specific reference solutions are given for each of the models. Similarly, computational details are worked out to lead the reader towards an effective programming of the methods given in the book.</p>

Bayesian Core: A Practical Approach to Computational Bayesian Statistics (Springer Texts in Statistics)

Computers & Technology

Jean-Michel Marin

Computer Science

Springer

This Bayesian modeling book is intended for practitioners and applied statisticians looking for a self-contained entry to computational Bayesian statistics. Focusing on standard statistical models and backed up by discussed real datasets available from the book website, it provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical justifications. Special attention is paid to the derivation of prior distributions in each case and specific reference solutions are given for each of the models. Similarly, computational details are worked out to lead the reader towards an effective programming of the methods given in the book.

See the best price to sell, buy, or rent books by Jean-Michel Marin. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Jean-Michel Marin

See the best price to sell, buy, or rent books by Jean-Michel Marin. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Bayesian Core: A Practical Approach to Computational Bayesian Statistics (Springer Texts in Statistics)

Bayesian Core: A Practical Approach to Computational Bayesian Statistics (Springer Texts in Statistics)