On higher order moments and recurrence of an SDE with switching
Alexander Veretennikov

TL;DR
This paper investigates the second order recurrence properties of a multidimensional stochastic differential equation with switching regimes, using Markov chain embeddings and moment bounds to establish recurrence under certain conditions.
Contribution
It introduces a novel approach combining embedded Markov chains and martingale techniques to analyze recurrence of SDEs with switching regimes.
Findings
Established second order recurrence under specific conditions
Developed bounds for moments at jump times
Applied martingale properties to analyze switching SDEs
Abstract
Second order recurrence of a -dimensional diffusion with an additive Wiener process, with switching, and with one recurrent and one transient regime and constant switching intensities is established under suitable conditions. The approach is based on embedded Markov chains and a priori bounds for the moments of at moments of jumps of the discrete component, as well as on some simple martingale properties.
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Taxonomy
TopicsAdvanced Mathematical Modeling in Engineering · Stochastic processes and statistical mechanics · Markov Chains and Monte Carlo Methods
