The EDF statistics are based on the vertical differences between the empirical and fitted (truncated) distribution function
They are divided into two classes: (1) the supremum class (such as Kolmogorov Smirnov and Kuiper statistics), and (2) the quadratic class (such as Anderson-Darling and Cram´er-von Mises statistics)