The unexpected loss for a credit portfolio at a given VaR estimate is defined as:
For EVT, we use the block maxima or the peaks-over-threshold methods. These provide us the data points that can be fitted to a GEV distribution.
Least squares and maximum likelihood are methods that are used for curve fitting, and they have a variety of applications across risk management.
Yuki
Alberta
2 days ago