## Not run:
# # Respiratory Data Example
#
# data(indon)
# attach(indon)
#
# baseage2 <- baseage**2
# follow <- age-baseage
# follow2 <- follow**2
#
# # Prior information
#
# beta0 <- rep(0,9)
# Sbeta0 <- diag(1000,9)
# tinv <- diag(1,1)
# prior <- list(a0=2,b0=0.1,nu0=4,tinv=tinv,
# mub=rep(0,1),Sb=diag(1000,1),
# beta0=beta0,Sbeta0=Sbeta0)
#
# # Initial state
# state <- NULL
#
# # MCMC parameters
#
# nburn <- 5
# nsave <- 100
# nskip <- 5
# ndisplay <- 100
# mcmc <- list(nburn=nburn,nsave=nsave,nskip=nskip,ndisplay=ndisplay)
#
# # Fit the Probit model
# fit1 <- DPglmm(fixed=infect~gender+height+cosv+sinv+xero+baseage+
# baseage2+follow+follow2,random=~1|id,
# family=binomial(probit),
# prior=prior,mcmc=mcmc,state=state,status=TRUE)
#
# # Fit the Logit model
# fit2 <- DPglmm(fixed=infect~gender+height+cosv+sinv+xero+baseage+
# baseage2+follow+follow2,random=~1|id,
# family=binomial(logit),
# prior=prior,mcmc=mcmc,state=state,status=TRUE)
#
# # Model comparison
# DPpsBF(fit1,fit2)
#
#
# ## End(Not run)
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