Product space for two processes with independent increments under nonlinear expectations
Qiang Gao, Mingshang Hu, Xiaojun Ji, Guomin Liu

TL;DR
This paper develops a framework for constructing a product space of two processes with independent increments under nonlinear expectations, enabling new analysis tools for such processes.
Contribution
It introduces a discretization method to build a nonlinear expectation where two independent increment processes form a new process with independent increments.
Findings
Constructed a product space for two processes with independent increments.
Developed a discretization approach for nonlinear expectations.
Established that the new process retains independent increments.
Abstract
In this paper, we consider the product space for two processes with independent increments under nonlinear expectations. By introducing a discretization method, we construct a nonlinear expectation under which the given two processes can be seen as a new process with independent increments.
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 · Economic theories and models · Optimization and Variational Analysis
