BUGS 0.5 Examples
Volume 2 (version ii)

David Spiegelhalter - Andrew Thomas - Nicky Best - Wally Gilks
MRC Biostatistics Unit, Institute of Public Health,
Robinson Way, Cambridge CB2 2SR
Tel: 44-1223-330300 Fax: 44-1223-330388
e-mail: bugs@mrc-bsu.cam.ac.uk ftp: ftp.mrc-bsu.cam.ac.uk

BUGS examples Vol 2

• Contents
• Dugongs: a nonconjugate, nonlinear model
• Biops: discrete variable latent class models
• Eyes: normal mixture models
• Hearts: a mixture model for count data
• Air: covariate measurement error
• Cervix: case-control study with errors in covariates
• Jaw: repeated measures analysis of variance
• Birats: a bivariate Normal hierarchical model
• Schools: ranking school examination results using multivariate hierarchical models
• Ice: non-parametric smoothing in an age-cohort model
  • Autoregressive smoothing of relative risks
  • An undirected model using an intrinsic prior for the random effects
  • An intrinsic prior with a hyperparameter
• Lips: spatial smoothing of cancer rates
  • Spatial smoothing using an intrinsic prior
  • Spatial model with intrinsic prior and hyperparameter.
• Beetles: logistic, probit and extreme value (log-log) model comparison
• Pines: Bayes factors for selecting regression models
• Alli: multinomial-logistic models
• Endo: conditional inference in case-control studies
• Asia: a simple expert system
  • Evidence propagation
  • Learning about parameters
• Pigs: genetic counselling and pedigree analysis
• Cosmos: flexible mean and variance relationships using Legendre polynomial basis functions
• Marsbars: order constraints in two-way ANOVA
• Stagnant: a changepoint problem
• References
• About this document ...