Lin, N.; Xi, R. - In: Computational Statistics & Data Analysis 54 (2010) 1, pp. 16-24
U-statistics have long been known as a class of nonparametric estimators with good theoretical properties such as unbiasedness and asymptotic normality. However, their applications in modern statistical analysis are limited due to the high computational complexity, especially when massive data...