论文标题

分数霍克斯的过程

A Fractional Hawkes process

论文作者

Chen, J., Hawkes, A. G., Scalas, E.

论文摘要

我们通过用Mittag-Leffler型内核代替Ogata提出的类似帕累托的内核来修改ETAS模型。前提是内核作为具有指数$β+ 1 \ in(1,2] $的幂律的衰减,该替换的优点是明确知道了mittag-leffler函数的拉普拉斯变换,从而使相关数量的计算更简单。

We modify ETAS models by replacing the Pareto-like kernel proposed by Ogata with a Mittag-Leffler type kernel. Provided that the kernel decays as a power law with exponent $β+ 1 \in (1,2]$, this replacement has the advantage that the Laplace transform of the Mittag-Leffler function is known explicitly, leading to simpler calculation of relevant quantities.

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