Exceedances and return periods

This lesson explains how exceedances have advantages with respect to extreme values, because they provide much more information about the tails of the distributions. The generalized Pareto distribution is used to describe the exceedances over a certain threshold.
In addition, the concept of return period is introduced and the two different cases of exceedances and shortfalls treated.