AuthorCongdon, Peter
TitleBayesian models for categorical data / Peter Congdon
Imprint Chichester : Wiley, c2005
Descript ix, 425 p. : ill. ; 26 cm

CONTENT

Principles of Bayesian inference -- Model comparison and choice -- Regression for metric outcomes -- Models for binary and count outcomes -- Further questions in binomial and count regression -- Random effect and latent variable models for multicategory outcomes -- Ordinal regression -- Discrete spatial data -- Time series models for discrete variables -- Hierarchical and panel data models -- Missing-data models


Bayesian statistical decision theory Monte Carlo method Markov processes Multivariate analysis

LOCATIONCALL#STATUS
Central Library (4th Floor)519.542 C749BCHECK SHELVES
Chula Business School Library519.542 C749B 2005CHECK SHELVES