This paper gives a very concise summary of limit theorems for U-statistics and the related von Mises statistics based on independent observations. The paper then surveys some recent results for U-statistics based on weakly dependent observations generated by functionals of absolutely regular processes. Specifically the U-statistic ergodic theorem, the central limit theorem and empirical U-processes are reviewed.
For the entire collection see [Zbl 1092.60002].