Andreas Wolf
2005-Feb-16 15:00 UTC
[R] splitting items into groups according to correlations
hi, i'm looking for a smart way of distributing items to different groups according to their correlation(s). the correlation of items within one group should be minimal, whereas (canonical) correlation between the blocks should be maximal. example: you have 20 items, which are to be split into 4 blocks with 5 items in each block. (of course, the numbers are to be interchangable). so far, 2 (problematic) solutions were thought of: 1) try all different combinations of blocks of items and look for the maximum canonical correlation between the blocks. problems are, that the correlation of items within one block are only regarded implicitely and, more sadly, this approach is very time-consuming as the number of items increases. 2) an approximation could be to use the results of a factor analysis to distribute items from one factor to different blocks. however, this is a rather quick and dirty solution. has anybody else encountered a similar problem before or can think of an approach to handle this? any help is more than welcome. best regards andreas [[alternative HTML version deleted]]