An error bound in the normal approximation to the distribution of the double-indexed permutation statistics is derived. The derivation is based on Stein's method and on an extension of a combinatorial method of
Bolthausen. The result can be applied to obtain the convergence rate of order $n^{-1/2}$ for some rank-related statistics, such as Kendall's tau, Spearman's rho and the Mann-Whitney-Wilcoxon statistic. Its applications to graph-related nonparametric statistics of multivariate observations are also mentioned.
@article{1069362395,
author = {Zhao, Lincheng and Bai, Zhidong and Chao, Chern-Ching and Liang, Wen-Qi},
title = {Error bound in a central limit theorem of double-indexed permutation statistics},
journal = {Ann. Statist.},
volume = {25},
number = {6},
year = {1997},
pages = { 2210-2227},
language = {en},
url = {http://dml.mathdoc.fr/item/1069362395}
}
Zhao, Lincheng; Bai, Zhidong; Chao, Chern-Ching; Liang, Wen-Qi. Error bound in a central limit theorem of double-indexed permutation statistics. Ann. Statist., Tome 25 (1997) no. 6, pp. 2210-2227. http://gdmltest.u-ga.fr/item/1069362395/