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#-------------------------------------------------------------------------------#
# Package: Network-Based Genome-Wide Association Studies #
# Author: Pariya Behrouzi #
# Emails: <pariya.Behrouzi@gmail.com> #
# Date: Nov 21th 2017 #
#-------------------------------------------------------------------------------#
lower.upper = function(y){
cutoffs <- cutoffs(y)
levels <- unique(sort(unlist(y)))
n.levels<- length(levels)
n <- nrow(y)
p <- ncol(y)
lower = matrix(nrow=n,ncol=p)
upper = matrix(nrow=n,ncol=p)
for (i in 1:n){
sel <- match(y[i,],levels)
lower[i,]<-apply(cbind(sel,cutoffs),1,function(x){x[x[1]+1]})
upper[i,]<-apply(cbind(sel,cutoffs),1,function(x){x[x[1]+2]})
}
lower[is.na(lower)] <- -Inf
upper[is.na(upper)] <- Inf
return(list(lower=lower,upper=upper))
}
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