Bayesian statistical modelling

Bibliographic Details
Main Author: Congdon, P. (-)
Format: Book
Language:Inglés
Published: Hoboken, NJ : John Wiley & Sons 2006
Edition:2nd ed
Series:Wiley series in probability and statistics
Subjects:
See on Universidad de Navarra:https://unika.unav.edu/discovery/fulldisplay?docid=alma991002214749708016&context=L&vid=34UNAV_INST:VU1&search_scope=34UNAV_TODO&tab=34UNAV_TODO&lang=es
Description
Item Description:Introduction : the Bayesian method, its benefits and implementation -- Bayesian model choice, comparison and checking -- The major densities and their application -- Normal linear regression, general linear models and log-linear models -- Hierarchical priors for pooling strength and overdispersed regression modelling -- Discrete mixture priors -- Multinomial and ordinal regression models -- Time series models -- Modelling spatial dependencies -- Nonlinear and nonparametric regression -- Multilevel and panel data models -- Latent variable and structural equation models for multivariate data -- Survival and event history analysis -- Missing data models -- Measurement error, seemingly unrelated regressions, and simultaneous eqations.
Physical Description:XI, 573 p. ; 25 cm
Bibliography:Incluye referencias bibliográficas e índice.
ISBN:9780470018750