Abstract:
We prove Cramér type large deviations for some $U$-statistics of degree
two with kernel $h(x,y)$ being of bounded variation on bounded rectangles.
The proof consists of two basic steps. First some explicit bounds
(similar to Helmers' bounds for $L$-statistics) for the $U$-statistics are obtained.
Then Linnik's result and some results exploiting strong approximations
are applied.
Keywords:$U$-statistics, large deviations, strong approximations.