For the 1-2 weeks I've been trying to decompose the T2 statistic into two independent chi2-distributed statistics, but have had no success. I'm assuming its possible, as the T2 can be transformed into an F statistic, which is the ratio of two chi2 distributions. Any help or referrals would be much appreciated.