English

On the exponential functional of Markov Additive Processes, and applications to multi-type self-similar fragmentation processes and trees

Probability 2018-10-04 v3

Abstract

A Markov Additive Process is a bi-variate Markov process (ξ,J)=((ξt,Jt),t0)(\xi,J)=\big((\xi_t,J_t),t\geq0\big) which should be thought of as a multi-type L\'evy process: the second component JJ is a Markov chain on a finite space {1,,K}\{1,\ldots,K\}, and the first component ξ\xi behaves locally as a L\'evy process, with local dynamics depending on JJ. In the subordinator-like case where ξ\xi is nondecreasing, we establish several results concerning the moments of ξ\xi and of its exponential functional Iξ=0eξtdt,I_{\xi}=\int_{0}^{\infty} e^{-\xi_t}\mathrm dt, extending the work of Carmona et al., and Bertoin and Yor. We then apply these results to the study of multi-type self-similar fragmentation processes: these are self-similar analogues of Bertoin's homogeneous multi-type fragmentation processes Notably, we encode the genealogy of the process in a tree, and under some Malthusian hypotheses, compute its Hausdorff dimension in a generalisation of our previous work.

Keywords

Cite

@article{arxiv.1706.03495,
  title  = {On the exponential functional of Markov Additive Processes, and applications to multi-type self-similar fragmentation processes and trees},
  author = {Robin Stephenson},
  journal= {arXiv preprint arXiv:1706.03495},
  year   = {2018}
}

Comments

Minor corrections and typos