Fig. 1

We show three samples, 1 to 3, each with N realizations of a random variable \( {X}_i\left(i\in \left\{1,\dots, N\right\}\right) \). Extreme value theory is concerned with the statistical properties of occurrence of the extreme values in those samples, such as the maxima (circled points)