$L_1$ Rates of Convergence for Linear Rank Statistics

Abstract

This paper gives rates of convergence for the $L_1$ distances between the distributions of standardized linear rank statistics and the standard normal random variable. These rates are $O(N^{-\frac{1}{2}})$ under various conditions on the score function and the distributions of the underlying observations.