vix.ing · top · new · best · stats · spec

Non-homogeneous space-time fractional Poisson processes

2016/07/20 by Aditya Maheshwari, P. Vellaisamy, Maheshwari, A. +1
Mathematics · #60G22 #60G55 #FOS: Mathematics #Fractional Differential Equations Solutions #Mathematical functions and polynomials #Probability (math.PR) #Statistical Distribution Estimation and Applications

paper · pdf · doi:10.48550/arxiv.1607.06016

openalex publication_date 2016/07/20 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The space-time fractional Poisson process (STFPP), defined by Orsingher and Poilto in \citesfpp, is a generalization of the time fractional Poisson process (TFPP) and the space fractional Poisson process (SFPP). We study the fractional generalization of the non-homogeneous Poisson process and call it the non-homogeneous space-time fractional Poisson process (NSTFPP). We compute their \it pmf and generating function and investigate the associated differential equation. The limit theorems and the law of iterated logarithm for the NSTFPP process are studied. We study the distributional properties, the asymptotic expansion of the correlation function of the non-homogeneous time fractional Poisson process (NTFPP) and subsequently investigate the long-range dependence (LRD) property of a special NTFPP. We investigate the limit theorem and the LRD property for the fractional non-homogeneous Poisson process (FNPP), studied by Leonenko et. al. (2016). Finally, we present some simulated sample paths of the NSTFPP process.

Citations

Related