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Space-fractional versions of the Negative Binomial and Polya-type processes

机译:负二项式和Polya型过程的空间分数形式

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摘要

In this paper, we introduce a space fractional negative binomial process (SFNB) by time-changing the space fractional Poisson process by a gamma subordinator. Its one-dimensional distributions are derived in terms of generalized Wright functions and their governing equations are obtained. It is a Lévy process and the corresponding Lévy measure is given. Extensions to the case of distributed order SFNB, where the fractional index follows a two-point distribution, are investigated in detail. The relationship with space fractional Polya-type processes is also discussed. Moreover, we define and study multivariate versions, which we obtain by time-changing a d-dimensional space-fractional Poisson process by a common independent gamma subordinator. Some applications to population’s growth and epidemiology models are explored. Finally, we discuss algorithms for the simulation of the SFNB process.
机译:在本文中,我们通过由伽玛从属器对时空分数泊松过程进行​​时变,介绍了时空分数负二项式过程(SFNB)。根据广义赖特函数推导其一维分布,得到其控制方程。这是一个Lévy过程,并给出了相应的Lévy度量。详细研究了对分数阶遵循两点分布的分布式顺序SFNB的情况的扩展。还讨论了与空间分数Polya型过程的关系。此外,我们定义并研究了多元版本,这些版本是通过由共同的独立伽玛从属子对d维空间分数泊松过程进行​​时变而获得的。探索了对人口增长和流行病学模型的一些应用。最后,我们讨论了用于SFNB过程仿真的算法。

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