First Course in Bayesian Statistical Methods

Peter D. Hoff

ISBN 10: 1441928286 / ISBN 13: 9781441928283

Edité par Springer-Verlag New York Inc., US, 2010

A propos de cet article

* A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical understanding of the applied material. * Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves. * The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods. Softcover reprint of hardcover 1st ed. 2009.

N° de réf. du vendeur LU-9781441928283

Détails bibliographiques

• Titre: First Course in Bayesian Statistical Methods
• Éditeur: Springer-Verlag New York Inc., US
• Date de parution: 2010
• Langue: anglais
• ISBN à 10 chiffres: 1441928286
• ISBN à 13 chiffres: 9781441928283
• Reliure: Paperback
• État de l'article: New

A propos de ce titre

Synopsis

This compact, self-contained introduction to the theory and application of Bayesian statistical methods is accessible to those with a basic familiarity with probability, yet allows advanced readers to grasp the principles underlying Bayesian theory and method.