The main purposes of this paper are to review and integrate the applications of discriminant analysis, factor analysis, and logistic regression in credit risk management. First, we discuss how the discriminant analysis can be used for credit rating such as calculating financial z-score to...

We propose a worldwide-based loan portfolio to measure banks’ sectoral concentration that features prominently in episodes of bank specialization. We use the banks’ real loan allocation worldwide instead of the in-sample data to compute a bank specialization. We find that firms borrowing...