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Analysis reveals stationary density behavior based on jump rates in piecewise-deterministic Markov processes, indicating conditions for boundedness.
We consider the piecewise-deterministic Markov process obtained by randomly switching between the flows generated by a finite set of smooth vector fields on a compact set. We obtain Hörmander-type conditions on the vector fields guaranteeing that the stationary density is: C k whenever the jump rates are sufficiently fast, for any k < ∞ ; unbounded whenever the jump rates are sufficiently slow and lower semicontinuous regardless of the jump rates. Our proofs are probabilistic, relying on a novel application of stopping times.
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Benaı̈m et al. (2025) studied this question.
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