Robust Portfolio Optimization using CVaR.PDF

Expected shortfall (ES) is a risk measure—a concept used in the field of financial risk measurement to evaluate the market risk or credit risk of a portfolio. The "expected shortfall at q% level" is the expected return on the portfolio in the worst {\displaystyle q\%}{\displaystyle q\%} of cases. ES