Modeling Dynamic Correlation Matrices with Shrinkage Priors

Daniel Andrew Coulson, David S. Matteson, Martin T. Wells

Estimating time-varying correlation matrices is challenging because existing methods may adapt slowly to structural changes, impose insufficient regularization, or produce diffuse…