Sousa, Maria Rocha; Gama, João; Brandão, Elísio - Faculdade de Economia, Universidade do Porto - 2013
We propose a two-stage model for dealing with the temporal degradation of credit scoring models. First, we develop a model from a classical framework, with a static supervised learning setting and binary output. Then, we introduce the time-changing economic factors, using a regression between...