Affine processes beyond stochastic continuity

Martin Keller-Ressel,Thorsten Schmidt,Robert Wardenga

Published 2018 in The Annals of Applied Probability

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 semimartingales under mild conditions and elaborate on examples and applications including affine processes in discrete time.

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