I'm trying to do multivariate distributions of returns on buckets where all the returns are at least 0.6 correlated at a 95% confidence level. I have the buckets, but their Sigmas cannot be decomposed and my random number generator fails.
What alternatives do I have? If I break the buckets up into smaller ones, I lose the correlation in the simulation. Or am I completely wrong?