On the maximum of the discretely sampled fractional Brownian motion with small Hurst parameter

[摘要] We show that the distribution of the maximum of the fractional Brownian motion $B^H$ with Hurst parameter $H\to 0$ over an $n$-point set $\tau \subset [0,1]$ can be approximated by the normal law with mean $\sqrt{\ln n} $ and variance $1/2$ provided that $n\to \infty $ slowly enough and the points in $\tau $ are not too close to each other.

[学科分类] 统计和概率

[关键词] fractional Brownian motion;maxima;discrete sampling;normal approximation