Portfolio credit-risk optimization

► We evaluate several alternative formulations for minimizing portfolio credit risk. ► Our formulations exploit conditional independence under a structural credit risk model. ► We consider various approximations to the conditional portfolio loss distribution. ► We solve Value-at-Risk and expected shortfall minimization problems for each case. ► A Normal approximation to the conditional loss distribution performs best in practice.