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#function to flatten correlation matrix
mat2df <- function(cormat, pmat) {
ut <- upper.tri(cormat)
data.frame(
Pos1 = rownames(cormat)[row(cormat)[ut]],
Pos2 = rownames(cormat)[col(cormat)[ut]],
cor =(cormat)[ut],
p = pmat[ut]
)
}
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