Estimating Probability of Default

Overview

Probability of Default Models

  • Homogenous Portfolio Model - is a model that assumes that the defaults and related measures for all loans in the portfolio are drawn from a single distribution.
  • Heterogenous Portfolio Model - heterogenous models assume that the defaults for different loans may be drawn from different distributions, the most common example is when the loans are assigned a loan grade that indicates its default risk.