Affine processes beyond stochastic continuity

Citation
Keller-ressel Martin et al., Affine processes beyond stochastic continuity, Annals of applied probability , 29(6), 2019, pp. 3387-3437
ISSN journal
10505164
Volume
29
Issue
6
Year of publication
2019
Pages
3387 - 3437
Database
ACNP
SICI code
Abstract
In this paper, we study time-inhomogeneous affine processes beyond the common assumption of stochastic continuity. In this setting, times of jumps can be both inaccessible and predictable. To this end, we develop a general theory of finite dimensional affine semimartingales under very weak assumptions. We show that the corresponding semimartingale characteristics have affine form and that the conditional characteristic function can be represented with solutions to measure differential equations of Riccati type. We prove existence of affine Markov processes and affine semimartingales under mild conditions and elaborate on examples and applications including affine processes in discrete time.