LIMIT THEOREMS FOR NONDEGENERATE U-STATISTICS OF CONTINUOUS SEMIMARTINGALES

作者:Podolskij Mark*; Schmidt Christian; Ziegel Johanna F
来源:Annals of Applied Probability, 2014, 24(6): 2491-2526.
DOI:10.1214/13-AAP983

摘要

This paper presents the asymptotic theory for nondegenerate U-statistics of high frequency observations of continuous Ito semimartingales. We prove uniform convergence in probability and show a functional stable central limit theorem for the standardized version of the U-statistic. The limiting process in the central limit theorem turns out to be conditionally Gaussian with mean zero. Finally, we indicate potential statistical applications of our probabilistic results.

  • 出版日期2014-12