Nonparametric estimation and U-statistics have emerged as vital tools in modern statistical analysis, offering robust alternatives to traditional parametric methods.

Xiang Zhou, A UNIFIED FRAMEWORK FOR VARIANCE COMPONENT ESTIMATION WITH SUMMARY STATISTICS IN GENOME-WIDE ASSOCIATION STUDIES, The Annals of Applied Statistics, Vol. 11, No. 4 (December 2017), pp. 2027 ...

The Annals of Statistics, Vol. 39, No. 1 (February 2011), pp. 232-260 (29 pages) The estimation of surface integrals on the boundary of an unknown body is a challenge for nonparametric methods in ...

How the Confidence Interval Affects Business. Business, like many other fields, can benefit from the use of statistics in estimating or predicting future events. An important tool for business ...