Articles by Aneta Ptak-Chmielewska
Random survival forests and Cox regression in loss given default estimation
The authors put forward a loss given default model which incorporates the survival process and illustrate their approach with real mortgage data.
Incorporating small-sample defaults history in loss given default models
This paper proposes a methodology for estimating loss given default (LGD) that accounts for small default sample sizes.