Bayesian Statistical Modelling

Peter Congdon (Autor)

Buch | Hardcover

556 Seiten

2001
John Wiley & Sons Ltd (Verlag)
978-0-471-49600-7 (ISBN)

Infos

This title contains a balance of theory and applications. It covers Bayesian analysis using Markov Chain Monte Carlo methods, illustrated with Bayesian software BUGS. A wide range of application areas are also covered, including social and health sciences.

Inhalt

Standard distributions; modelling association and classification; regression and general linear models; ensemble estimates - hierarchical priors for pooling strength; latent variables, latent categories, and mixture analysis; correlated data models; multi-level models, multivariate analysis and longitudinal models; survival models.

Produkt-Details

• Erscheint lt. Verlag: 28.2.2001
• Reihe/Serie: Wiley Series in Probability and Statistics
• Zusatzinfo: illustrations
• Verlagsort: Chichester
• Sprache: englisch
• Maße: 159 x 235 mm
• Gewicht: 900 g
• Einbandart: gebunden
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• ISBN-10: 0-471-49600-6 / 0471496006
• ISBN-13: 978-0-471-49600-7 / 9780471496007
• Zustand: Neuware