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## eigenstrat Correlation Matrix
SimilarityMatrix <- function(x, k)
{
x <- x/2
if( k>1 )
{
z <- apply(x, 1, ModifyNormalization)
}
else
{
z <- ModifyNormalization(x)
z <- matrix(z, ncol=1)
}
z %*% t(z)
}
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