Cumulant Operators for Lie–Wiener–Itô–Poisson Stochastic Integrals
Nicolas Privault
Journal of Theoretical Probability, 2015, vol. 28, issue 1, 269-298
Abstract:
Abstract The classical combinatorial relations between moments and cumulants of random variables are generalized into covariance-moment identities for stochastic integrals and divergence operators. This approach is based on cumulant operators defined by the Malliavin calculus in a general framework that includes Itô–Wiener and Poisson stochastic integrals as well as the Lie–Wiener path space. In particular, this allows us to recover and extend various characterizations of Gaussian and infinitely divisible distributions.
Keywords: Moments; Cumulants; Stochastic integrals; Malliavin calculus; Wiener space; Path space; Lie groups; Poisson space; 60H07; 60H05 (search for similar items in EconPapers)
Date: 2015
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DOI: 10.1007/s10959-013-0532-x
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