As F n (x) approaches the true F X (x) with increasing n, a natural measure to test if the sample data follows a proposed distribution would involve the difference of these. One such measure is the Anderson-Darling test which will be employed in the following sections. The Anderson-Darling statistic is a member of the quadratic statistics defined commonly as: