Some probabilistic properties of fractional point processes

Bibliography:

R. Garra, E. Orsingher, M. Scavino, Some probabilistic properties of fractional point processes, Submitted arXiv:1604.05235, April 2016.

Authors:

R. Garra, E. Orsingher, M. Scavino.

Keywords:

Fractional point processes, Bernstein functions, Space-time Fractional Poisson processes, grey Brownian motion

Year:

2016

Abstract:

This paper studies the first hitting times of generalized Poisson processes Nf(t), related to Bernstein functions f. For the space-fractional Poisson processes, Nα(t), t>0 (corresponding to f=xα), the hitting probabilities P{Tαk<∞}are explicitly obtained and analyzed. The processes Nf(t) are time-changed Poisson processes N(Hf(t))with subordinators Hf(t) and here we study N(∑nj=1Hfj(t))and obtain probabilistic features of these extended counting processes. A section of the paper is devoted to processes of the form N(|GH,ν(t)|)where GH,ν(t) are generalized grey Brownian motions. This involves the theory of time-dependent fractional operators of the McBride form. While the time-fractional Poisson process is a renewal process, we prove that the space-time Poisson process is no longer a renewal process.

ISSN: 2016

Website Download Document

Some probabilistic properties of fractional point processes

Share

Stochastic Numerics Research Group (STOCHNUM)