Bayesian Core: A Practical Approach to Computational Bayesian Statistics

• Main Authors: Marin, Jean-Michel (Author), Robert, Christian P. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2007.
• Series: Springer Texts in Statistics,
• Subjects: Mathematics.; Mathematical statistics.; Computer simulation.; Computer mathematics.; Probabilities.; Statistics.; Computational intelligence.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Probability and Statistics in Computer Science.; Simulation and Modeling.; Computational Intelligence.; Computational Mathematics and Numerical Analysis.

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 me...