Generalized product-form stationary distributions for reflected diffusions with jumps in the positive orthant

Citation
J. Piera, Francisco et al., Generalized product-form stationary distributions for reflected diffusions with jumps in the positive orthant, Advances in applied probability , 37(1), 2005, pp. 212-228
ISSN journal
00018678
Volume
37
Issue
1
Year of publication
2005
Pages
212 - 228
Database
ACNP
SICI code
Abstract
In this paper, we study the stationary distributions for reflected diffusions with jumps in the positive orthant. Under the assumption that the stationary distribution possesses a density in R4 that satisfies certain finiteness conditions, we characterize the Fokker-Planck equation. We then provide necessary and sufficient conditions for the existence of a product-form distribution for diffusions with oblique boundary reflections and jumps. To do so, we exploit a recent characterization of the boundary properties of such reflected processes. In particular, we show that the conditions generalize those for semimartingale reflecting Brownian motions and reflected Lévy processes. We provide explicit results for some models of interest.