Bayesian Core: A Practical Approach to Computational Bayesian Statistics

• Κύριοι συγγραφείς: Marin, Jean-Michel (Συγγραφέας), Robert, Christian P. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2007.
• Σειρά: Springer Texts in Statistics,
• Θέματα: 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...

Πίνακας περιεχομένων:

• User’s Manual
• Normal Models
• Regression and Variable Selection
• Generalized Linear Models
• Capture–Recapture Experiments
• Mixture Models
• Dynamic Models
• Image Analysis.