The central limit theorem for generalized $U$-statistics for weakly dependent vectors

In this paper the central limit theorem for generalized $U$-statistics for weakly dependent vectors is established. It is proved that normalization is essential for the dependence or nondegenerate of the generalized $U$-statistics.The results obtained are applied to some problems on dependent observations in the theory of nonparametric estimation.