circular.weights<-function(categ){
q<-length(categ)
weights <- diag(q)
if (is.numeric(categ)) {
categ.vec <- sort(categ)
}
else {
categ.vec<-1:length(categ)
}
xmin<-min(categ.vec)
xmax<-max(categ.vec)
U = xmax-xmin+1
for(k in 1:q){
for(l in 1:q){
weights[k,l] <- (sin(pi*(categ.vec[k]-categ.vec[l])/U))^2
}
}
weights <- 1-weights/max(weights)
return (weights)
}
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