There are now accurate algorithms for an incremental, storeless covariance that are extentions of West's algorithm for storeless variance. I submitted the algorithm and technical paper on its derivation in JIRA, https://issues.apache.org/jira/browse/MATH-449. It would be nice to have this added to org.apache.commons.math.covariance.
Thanks, Patrick
