Second order stochastic target problems with generalized market impact
Bruno Bouchard (CEREMADE, PSL), Gr\'egoire Loeper (FiQuant), Halil, Mete Soner (ETH Z\"urich), Chao Zhou

TL;DR
This paper extends stochastic target problems to include general market impacts, addressing non-concave equations and relaxing gamma constraints, and provides a dual formulation and asymptotic expansion.
Contribution
It introduces a novel approach to stochastic target problems with nonlinear, non-concave equations and general market impacts, expanding existing models and solution techniques.
Findings
Super-hedging price solves a fully nonlinear parabolic PDE
Constructs perfect hedging strategies under smooth coefficients
Provides a dual formulation and asymptotic expansion around impact-free models
Abstract
We extend the study of [7, 18] to stochastic target problems with general market impacts. Namely, we consider a general abstract model which can be associated to a fully nonlinear parabolic equation. Unlike [7, 18], the equation is not concave and the regularization/verification approach of [7] can not be applied. We also relax the gamma constraint of [7]. In place, we need to generalize the a priori estimates of [18] and exhibit smooth solutions from the classical parabolic equations theory. Up to an additional approximating argument, this allows us to show that the super-hedging price solves the parabolic equation and that a perfect hedging strategy can be constructed when the coefficients are smooth enough. This representation leads to a general dual formulation. We finally provide an asymptotic expansion around a model without impact.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and financial applications · Financial Risk and Volatility Modeling · Monetary Policy and Economic Impact
