Tóm tắt:

In this paper, we study laws of large number for random weighted sums of random variables with regularly varying tailed and application. Firstly, we use the theory of slowly varying functions to establish the law of large. Then, we apply this result to estimate non parametric regression models by the k-nearest neighbors.