English

Bridges of L\'{e}vy processes conditioned to stay positive

Probability 2014-02-06 v3

Abstract

We consider Kallenberg's hypothesis on the characteristic function of a L\'{e}vy process and show that it allows the construction of weakly continuous bridges of the L\'{e}vy process conditioned to stay positive. We therefore provide a notion of normalized excursions L\'{e}vy processes above their cumulative minimum. Our main contribution is the construction of a continuous version of the transition density of the L\'{e}vy process conditioned to stay positive by using the weakly continuous bridges of the L\'{e}vy process itself. For this, we rely on a method due to Hunt which had only been shown to provide upper semi-continuous versions. Using the bridges of the conditioned L\'{e}vy process, the Durrett-Iglehart theorem stating that the Brownian bridge from 00 to 00 conditioned to remain above ε-\varepsilon converges weakly to the Brownian excursion as ε0\varepsilon \to0, is extended to L\'{e}vy processes. We also extend the Denisov decomposition of Brownian motion to L\'{e}vy processes and their bridges, as well as Vervaat's classical result stating the equivalence in law of the Vervaat transform of a Brownian bridge and the normalized Brownian excursion.

Keywords

Cite

@article{arxiv.1101.4184,
  title  = {Bridges of L\'{e}vy processes conditioned to stay positive},
  author = {Gerónimo Uribe Bravo},
  journal= {arXiv preprint arXiv:1101.4184},
  year   = {2014}
}

Comments

Published in at http://dx.doi.org/10.3150/12-BEJ481 the Bernoulli (http://isi.cbs.nl/bernoulli/) by the International Statistical Institute/Bernoulli Society (http://isi.cbs.nl/BS/bshome.htm)