0000000001004164

AUTHOR

Eija Laukkarinen

showing 4 related works from this author

Malliavin smoothness on the Lévy space with Hölder continuous or BV functionals

2020

Abstract We consider Malliavin smoothness of random variables f ( X 1 ) , where X is a pure jump Levy process and the function f is either bounded and Holder continuous or of bounded variation. We show that Malliavin differentiability and fractional differentiability of f ( X 1 ) depend both on the regularity of f and the Blumenthal–Getoor index of the Levy measure.

Statistics and ProbabilityPure mathematicsSmoothness (probability theory)Applied Mathematics010102 general mathematicsHölder conditionFunction (mathematics)01 natural sciencesLévy process010104 statistics & probabilityModeling and SimulationBounded functionBounded variationDifferentiable function0101 mathematicsRandom variableMathematicsStochastic Processes and their Applications
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A note on Malliavin smoothness on the Lévy space

2017

We consider Malliavin calculus based on the Itô chaos decomposition of square integrable random variables on the Lévy space. We show that when a random variable satisfies a certain measurability condition, its differentiability and fractional differentiability can be determined by weighted Lebesgue spaces. The measurability condition is satisfied for all random variables if the underlying Lévy process is a compound Poisson process on a finite time interval. peerReviewed

Statistics and ProbabilitySmoothness (probability theory)matematiikkaLévy processMalliavin calculus010102 general mathematicsMalliavin calculus01 natural sciencesLévy processinterpolation010104 statistics & probability60H07Mathematics::ProbabilitySquare-integrable functionCompound Poisson processApplied mathematicsinterpolointiDifferentiable functiontila0101 mathematicsStatistics Probability and UncertaintyLp spaceRandom variable60G51MathematicsElectronic Communications in Probability
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Malliavin smoothness on the Lévy space with Hölder continuous or BV functionals

2020

We consider Malliavin smoothness of random variables f(X1), where X is a purejump Lévy process and the functionfis either bounded and Hölder continuousor of bounded variation. We show that Malliavin differentiability and fractional differentiability off (X1) depend both on the regularity offand the Blumenthal-Getoor index of the Lévy measure. peerReviewed

Lévy processMalliavin calculusinterpolointiinterpolationstokastiset prosessit
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Malliavin smoothness on the L\'evy space with H\"older continuous or $BV$ functionals

2018

We consider Malliavin smoothness of random variables $f(X_1)$, where $X$ is a pure jump L\'evy process and $f$ is either bounded and H\"older continuous or of bounded variation. We show that Malliavin differentiability and fractional differentiability of $f(X_1)$ depend both on the regularity of $f$ and the Blumenthal-Getoor index of the L\'evy measure.

Mathematics::Probability60G51 60H07Mathematics - Probability
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