Abstract In this paper, we consider optimal portfolio selection when the covariance matrix of asset returns is rank-deficient. For case, original Markowitz’ problem does not have a unique solution. The possible solutions belong to either two subspaces namely range- or nullspace matrix. former case has been treated elsewhere but latter. We derive an analytical solution, assuming solution in null...