Glivenko-Cantelli

If we have a sequence of independent identically distributed Random Variables with the same CDF $F$, then we have for the ECDF $F_n$: $||F_n-F|{|}_{\infty }\to 0$ So the ECDF approximates the CDF for large $n$.

This also implies Uniform Convergence of all Relative Interval Frequencies.