Estimating the p-variation index of a sample function: An application to   financial data set
  This paper modifies a box-counting method of estimating a fractal dimension of a graph, and applies it to estimate the roughness of a sample function of a stochastic process such as a Levy process or a Gaussian process with stationary increments 
R. Norvaisa, D. M. Salopek