Our goal is to select variables in high dimensional settings. I need to sepa
rate variables into distinct groups, such that the within group correlation
is less than some threshold. Can anyone help with some ideas other than k-me
ans? PCA or ICA won't do as I need to select variables.
Thanks a lot!