discuss the selection of variables and give a comparison with more traditional approaches such as discriminant analysis and … quantitative models on the PD estimation and, therefore, on capital requirements. When following the DA, logit or probit approach … comparison purposes. Table 1 presents the summary statistics for each predictor. We have selected a homogenous sample spanning …