Dmytro, Goriunov; Katerina, Venzhyk - EERC Research Network, Russia and CIS - 2013
Using a large proprietary dataset provided by the tenth largest Ukrainian banking institution, we posit reasons for loan defaults within two major groups of retail borrowers; car loans and mortgages. Two model types were used, namely logistic regression and neural networks. The results of our...