Dear ALL,
Any ideas as to how I might be able to sample from this uniform
distribution? I know what I want but I am not sure how to set this up
in WinBUGS.
Thanks,
Raphael
model {
for (j in 1:M) {
K[j] ~ dcat(p[1:N])
U[j] ~ dunif(-r[K[j]],r[K[j]])
}
# Contructive DPP
for (k in 1:N) { r[k] ~ dgamma(1.5,tau.e) }
for (k in 1:(N-1)) { V[k] ~ dbeta(1,1) }
for (k in 2:N) { p[k] <- V[k]*(1-V[k-1])*p[k-1]/V[k-1] }
V[N] <- 1
p[1] <- V[1]
# priors
tau.e <- pow(2*pow(sig.e,2),-1)
sig.e ~ dunif(0,6)
}
#### INITS
list(sig.e=3.0)
#### DATA
list(M=10,N=4)
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