Abstract:
Exponential inequalities are obtained for the distribution tails of canonical (degenerate) $U$- and $V$-statistics of an arbitrary order based on samples from a stationary sequence of observations satisfying $\varphi$-mixing.
Key words:stationary sequence of random variables, $\varphi$-mixing, multiple orthogonal series, canonical $U$- and $V$-statistics.