Portfolio selection with qualitative input

► We formulate a portfolio selection problem that accommodates qualitative views. ► Qualitative views are expressed as linear inequalities among expected returns. ► We provide an MCMC algorithm that efficiently solves the problem. ► Computational results illustrate advantages of our approach over alternatives.