Random walks in time-inhomogeneous random environment conditioned to stay positive
Wenming Hong, Shengli Liang

TL;DR
This paper studies a random walk in a time-inhomogeneous random environment, constructs a conditioned process that stays positive using harmonic functions, and proves a quenched invariance principle for it.
Contribution
It introduces a method to condition the random walk to stay positive in a time-inhomogeneous environment and establishes a quenched invariance principle for this conditioned process.
Findings
Construction of a quenched harmonic function for the environment
Definition of the conditioned random walk via Doob's h-transform
Proof of a quenched invariance principle for the conditioned walk
Abstract
We consider a random walk in time-inhomogeneous random environment . For almost each realization of , we formulate a quenched harmonic function, based on which we can define the random walk in random environment conditioned to stay positive by the Doob's -transform. Furthermore, we prove a quenched invariance principle for the conditioned random walk for almost each realization of .
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
TopicsAdvanced Mathematical Modeling in Engineering · Mathematical Approximation and Integration · Mathematical Dynamics and Fractals
