calculated by clustering credit borrowers into different buckets and computing the mean PD for each bucket. The clustering … proposed, which exploits the inherent discrete nature of the clustering problem. This algorithm is found to outperform … considering several clustering objectives for a given number of buckets, we extend the analysis further by introducing new methods …

strategies and their application to portfolio selection, model estimation, model selection and financial clustering. …