α-ROBUST PORTFOLIO OPTIMIZATION PROBLEM UNDER THE DISTRIBUTION UNCERTAINTY

Abstract

In this paper, we investigate the α-robust portfolio optimization problem under the distribution uncertainty of returns. We establish the model associated with the safety-first criterion and a generalized Chebyshev's inequality. Then we achieve the optimal investment strategy to this model. At the last part, an empirical analysis is carried out.