Robust Bayesian Portfolio Optimization with Discrepancy-based Posterior Ambiguity

Zongxia Liang, Yang Liu, Xingjian Ma

We study a continuous-time robust Bayesian portfolio optimization problem under drift uncertainty of risky assets. The investor learns unknown asset drifts through Bayesian filteri…