Bayesian Essentials with R

• 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 : Imprint: Springer, 2014.
• Έκδοση: 2nd ed. 2014.
• Σειρά: Springer Texts in Statistics,
• Θέματα: Statistics.; Statistics and Computing/Statistics Programs.; Statistical Theory and Methods.

This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess, the book provides an operational methodology for conducting Bayesian...

Πίνακας περιεχομένων:

• User's Manual
• Normal Models
• Regression and Variable Selection
• Generalized Linear Models
• Capture-Recapture Experiments
• Mixture Models
• Time Series
• Image Analysis
• References
• Index.