Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
8904908 | Advances in Mathematics | 2018 | 21 Pages |
Abstract
The theory of cumulants is revisited in the “Rota way”, that is, by following a combinatorial Hopf algebra approach. Monotone, free, and boolean cumulants are considered as infinitesimal characters over a particular combinatorial Hopf algebra. The latter is neither commutative nor cocommutative, and has an underlying unshuffle bialgebra structure which gives rise to a shuffle product on its graded dual. The moment-cumulant relations are encoded in terms of shuffle and half-shuffle exponentials. It is then shown how to express concisely monotone, free, and boolean cumulants in terms of each other using the pre-Lie Magnus expansion together with shuffle and half-shuffle logarithms.
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematics (General)
Authors
Kurusch Ebrahimi-Fard, Frédéric Patras,