This paper compares two methods of estimating LGD: a beta regression model and a multinomial logit (MNL) model. The calculations were conducted for overdrafts of small and medium enterprises using ...

In this study we investigated several of the most popular loss given default (LGD) models (least-squares method, Tobit, three-tiered Tobit, beta regression, inflated beta regression, censored gamma ...