[…] Although the one-step conversion from covariance to correlation matrix does not solve the problem, it can be used in an iterative algorithm known as the method of alternating projections (MAP). I have used MAP in the past to work with correlation matrices. Specifically, I used it to find the nearest correlation matrix to an arbitrary symmetric matrix. …