Metzler, Adam; Scott, Alexandre - In: Risks : open access journal 8 (2020) 1/25, pp. 1-36
This paper seeks to identify computationally efficient importance sampling (IS) algorithms for estimating large deviation probabilities for the loss on a portfolio of loans. Related literature typically assumes that realised losses on defaulted loans can be predicted with certainty, i.e., that...