Shrinkage regression for multivariate inference with missing data, and an application to portfolio balancing

Robert B. Gramacy, Ester Pantaleo

Portfolio balancing requires estimates of covariance between asset returns. Returns data have histories which greatly vary in length, since assets begin public trading at different…