Nothing
mritc.hmrfem <- function(y, neighbors, blocks, spatialMat=diag(1,3), beta=0.5, mu, sigma, err=1e-4, maxit=20, verbose){
checkErrors(mu=mu, sigma=sigma, err=err)
if (length(err) < 2) err <- rep(err, length.out = 2)
k <- length(mu)
nvert <- length(y)
nneigh <- ncol(neighbors)
nblocks <- length(blocks)
neighbors <- structure(as.integer(neighbors), dim = dim(neighbors))
yunique <- sort(unique(y))
n.yunique <- length(yunique)
nvert <- length(y)
ymatch <- match(y, yunique)
muold <- rep(0,k)
sigmaold <- rep(0,k)
niter <- 10
check <- getCheck(nneigh, k, beta, spatialMat)
indices <- initialIndices(y, nvert, mu, sigma, k, sub=FALSE)
it <- 0
repeat{
it <- it + 1
muold <- mu
sigmaold <- sigma
for(j in 1:niter){
den <- getDen(yunique, n.yunique, ymatch, mu, sigma)
indices <- updateIndicesHMRFEM(neighbors, nneigh, blocks, nblocks, k, indices, check, den)
}
prob <- updateProbs(neighbors, nneigh, indices, den, k, check)
mu <- updateMus(prob, y)
sigma <- updateSds(prob, y, mu, nvert, k)
flag <- checkStopVerbose(muold, mu, sigmaold, sigma, err, it, maxit, verbose)
if(flag==1) break
}
list(prob=prob, mu=mu, sigma=sigma)
}
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