English

On the $p^{\text{th}}$ variation of a class of fractal functions

Probability 2020-04-29 v2 Classical Analysis and ODEs

Abstract

The concept of the pthp^{\text{th}} variation of a continuous function ff along a refining sequence of partitions is the key to a pathwise It\^o integration theory with integrator ff. Here, we analyze the pthp^{\text{th}} variation of a class of fractal functions, containing both the Takagi--van der Waerden and Weierstra\ss\ functions. We use a probabilistic argument to show that these functions have linear pthp^{\text{th}} variation for a parameter p1p\ge1, which can be interpreted as the reciprocal Hurst parameter of the function. It is shown moreover that if functions are constructed from (a skewed version of) the tent map, then the slope of the pthp^{\text{th}} variation can be computed from the pthp^{\text{th}} moment of a (non-symmetric) infinite Bernoulli convolution. Finally, we provide a recursive formula of these moments and use it to discuss the existence and non-existence of a signed version of the pthp^{\text{th}} variation, which occurs in pathwise It\^o calculus when p3p\ge3 is an odd integer.

Keywords

Cite

@article{arxiv.1909.05239,
  title  = {On the $p^{\text{th}}$ variation of a class of fractal functions},
  author = {Alexander Schied and Zhenyuan Zhang},
  journal= {arXiv preprint arXiv:1909.05239},
  year   = {2020}
}