Title of article :
On a class of self-similar processes with stationary increments in higher order Wiener chaoses
Author/Authors :
Arras، نويسنده , , Benjamin، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Abstract :
We study a class of self-similar processes with stationary increments belonging to higher order Wiener chaoses which are similar to Hermite processes. We obtain an almost sure wavelet-like expansion of these processes. This allows us to compute the pointwise and local Hölder regularity of sample paths and to analyse their behaviour at infinity. We also provide some results on the Hausdorff dimension of the range and graphs of multidimensional anisotropic self-similar processes with stationary increments defined by multiple Wiener–Itô integrals.
Keywords :
Multiple Wiener–Itô integral , Hausdorff dimension , Wavelet expansion , H?lder regularity , self-similar processes
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications