CREDIT PORTFOLIO RISK: Shortfall: a tall of two parts - The authors show that the expected shortfall, when used in the conditional independence framework, has an elegant decomposition into systematic (risk-factor-driven) and unsystematic parts. The theory is compared and contrasted with the well-known, and analogous, decomposition for variance.