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Large Deviations for SDE driven by Heavy-tailed L\'evy Processes

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arxiv 2101.03856 v3 pith:XJKEB2AX submitted 2021-01-11 math.PR

classification math.PR
keywords largeprocessesdeviationsheavy-tailedsatisfydeviationprinciplebounded
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We obtain sample-path large deviations for a class of one-dimensional stochastic differential equations with bounded drifts and heavy-tailed L\'evy processes. These heavy-tailed L\'evy processes do not satisfy the exponential integrability condition, which is a common restriction on the L\'evy processes in existing large deviations contents. We further prove that the solution processes satisfy a weak large deviation principle with a discrete rate function and logarithmic speed. We also show that they do not satisfy the full large deviation principle.

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