ConditionalU-Statistics for Dependent Random Variables

W. Stute (Ann. Probab.19,No. 2 (1991), 812–825) introduced a class of so-calledU-statistics, which may be viewed as a generalization of the Nadaraya–Watson estimates of a regression function. In this paper, we extend the results from the independent case to the dependent case.