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Biagini, Francesca ORCID logoORCID: https://orcid.org/0000-0001-9801-5259; Bollweg, Georg and Oberpriller, Katharina (2023): Non-linear affine processes with jumps. In: Probability, Uncertainty and Quantitative Risk, Vol. 8, No. 2: pp. 235-266

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Abstract

We present a probabilistic construction of -valued non-linear affine processes with jumps. Given a set of affine parameters, we define a family of sublinear expectations on the Skorokhod space under which the canonical process X is a (sublinear) Markov process with a non-linear generator. This yields a tractable model for Knightian uncertainty for which the sublinear expectation of a Markovian functional can be calculated via a partial integro-differential equation.

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