Sub-sampling and other considerations for efficient risk estimation in large portfolios

Michael B. Giles, Abdul-Lateef Haji-Ali

Computing risk measures of a financial portfolio comprising thousands of derivatives is a challenging problem because (a) it involves a nested expectation requiring multiple evalua…