Robust Portfolio Allocation under the Model Uncertainty

Abstract

Problem with the estimation of the parameters used in the mean-variance optimisation is well known. Building on the previous work, we propose an alternative/extension of the mean-variance optimisation that addresses the uncertainty associated with the estimation of such parameters as well as the choice of the models to estimate those.