Abstract
Maximal moment inequalities for partial sums of ρ-mixing random variables are established, which use some moment summations as upper bound. As application, we investigate strong consistency of conditional value-at-risk estimator for ρ-mixing samples and give the corresponding convergence rate.
Acknowledgments
The authors are greatly grateful to the anonymous referee for providing valuable suggestions which improved the first manuscript.