Xuefeng Liu, Michael J. Daniels, A New Algorithm for Simulating a Correlation Matrix Based on Parameter Expansion and Reparameterization, Journal of Computational and Graphical Statistics, Vol. 15, No ...

We model a covariance matrix in terms of its corresponding standard deviations and correlation matrix. We discuss two general modeling situations where this approach is useful: shrinkage estimation of ...