Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第53回ISCIE「確率システム理論と応用」国際シンポジウム(2021年10月, 草津)
An Algorithm for the Computation of Joint Hawkes Moments with Exponential Kernel
Nicolas Privault
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ジャーナル フリー

2022 年 2022 巻 p. 72-79

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The purpose of this paper is to present a recursive algorithm and its implementation in Maple and Mathematica for the computation of joint moments and cumulants of Hawkes processes with exponential kernels. Numerical results and computation times are also discussed. Obtaining closed form expressions can be computationally intensive, as joint fifth cumulant and moment formulas can be respectively expanded into up to 3,288 and 27,116 summands.
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© 2022 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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