Mean Convergence of Random Weighted Sums of Pairwise Negative Quadrant Dependent Random Variables

Abstract

Limit theorems for weighted sums of random variables have received considerable attention in recent years due to their usefulness. In this paper, we extend the result of Sung to the case of randomly weighted sums and apply the obtained result to estimators in nonparametric regression with random design.