Mean-field BSDEs with jumps and dual representation for global risk measures

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Abstract

We study mean-field BSDEs with jumps and a generalized mean-field operator that can capture higher-order interactions. We interpret the BSDE solution as a dynamic risk measure for a representative bank whose risk attitude is influenced by the system. This influence can come in a wide class of choices, including the average system state or average intensity of system interactions. Using Fenchel−Legendre transforms, our main result is a dual representation for the expectation of the risk measure in the convex case. In particular, we exhibit its dependence on the mean-field operator.

Original languageEnglish
Pages (from-to)33-52
Number of pages20
JournalProbability, Uncertainty and Quantitative Risk
Volume8
Issue number1
DOIs
Publication statusPublished - 1 Jan 2023
Externally publishedYes

Keywords

  • BSDEs
  • Dynamic risk measures
  • Mean-field interactions
  • System influence

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