EXTREME VALUE THEORY: HOW TO PREDICT EXTREME LOSSES

EVT is a branch of Statistics that deals with extreme deviations from the median of probability distributions. This theory tries to give a description for heavy tailed distributions like the ones of financial markets. In this report we are going to review and implement two separate, but similar methods to illustrate the power of this theory.