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arxiv: 1409.7960 · v4 · pith:UJHKEFYRnew · submitted 2014-09-28 · 🧮 math.PR · q-fin.MF

An α-stable limit theorem under sublinear expectation

classification 🧮 math.PR q-fin.MF
keywords alphalimitsublineartheoremcentralexpectationgeneralizedstable
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For $\alpha\in (1,2)$, we present a generalized central limit theorem for $\alpha$-stable random variables under sublinear expectation. The foundation of our proof is an interior regularity estimate for partial integro-differential equations (PIDEs). A classical generalized central limit theorem is recovered as a special case, provided a mild but natural additional condition holds. Our approach contrasts with previous arguments for the result in the linear setting which have typically relied upon tools that are non-existent in the sublinear framework, for example, characteristic functions.

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