Title
Cumulant–Cumulant Relations in Free Probability Theory from Magnus’ Expansion
Abstract
Relations between moments and cumulants play a central role in both classical and non-commutative probability theory. The latter allows for several distinct families of cumulants corresponding to different types of independences: free, Boolean and monotone. Relations among those cumulants have been studied recently. In this work, we focus on the problem of expressing with a closed formula multivariate monotone cumulants in terms of free and Boolean cumulants. In the process, we introduce various constructions and statistics on non-crossing partitions. Our approach is based on a pre-Lie algebra structure on cumulant functionals. Relations among cumulants are described in terms of the pre-Lie Magnus expansion combined with results on the continuous Baker–Campbell–Hausdorff formula due to A. Murua.
Year
DOI
Venue
2022
10.1007/s10208-021-09512-0
Foundations of Computational Mathematics
Keywords
DocType
Volume
Monotone cumulants, Free cumulants, Boolean cumulants, Irreducible non-crossing partitions, Quasi-monotone partitions, Pre-Lie algebra, Magnus expansion, Rooted trees, 46L53, 46L54, 16T30, 17A30
Journal
22
Issue
ISSN
Citations 
3
1615-3375
0
PageRank 
References 
Authors
0.34
5
4
Name
Order
Citations
PageRank
Celestino A.100.34
Ebrahimi-Fard K.200.34
Patras F.300.34
Anaya D. Perales400.34