Bayesian Thinking, Modeling and Computation

Volume 25

1062 Seiten, Hardcover

Kurzbeschreibung des Verlags

This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians.

• Themen: Mathematik und Naturwissenschaften Mathematik Wahrscheinlichkeitsrechnung und Statistik
• ISBN: 9780444515391
• Sprache: Englisch
• Erscheinungsdatum: 01.09.2005
• Größe: 244 x 178 mm
• Verlag: Elsevier Science