scispace - formally typeset
Open AccessJournal ArticleDOI

On the long-range dependence of fractional Poisson and negative binomial processes

TLDR
In this article, the short-range dependence (SRD) property of the increments of the fractional Poisson process was discussed, and it was shown that fractional negative binomial process (FNBP) has the same property.
Abstract
We discuss the short-range dependence (SRD) property of the increments of the fractional Poisson process, called the fractional Poissonian noise. We also establish that the fractional negative binomial process (FNBP) has the long-range dependence (LRD) property, while the increments of the FNBP have the SRD property. Our definitions of the SRD/LRD properties are similar to those for a stationary process and different from those recently used in Biard and Saussereau (2014).

read more

Citations
More filters
Journal ArticleDOI

Fractional Poisson Process Time-Changed by Lévy Subordinator and Its Inverse

TL;DR: In this paper, the authors studied the fractional Poisson process (FPP) time-changed by an independent Levy subordinator and the inverse of the Levy subordinators, which they call TCFPP-I and TC FPP-II, respectively.
Journal ArticleDOI

A fractional counting process and its connection with the Poisson process

TL;DR: In this article, a fractional counting process with jumps of amplitude 1,2,...,k, withk∈N, whose probabilistic ability to satisfy a suitablesystemoffractionaldifference-differential equations is considered.
Journal ArticleDOI

Limit theorems for the fractional non-homogeneous Poisson process

TL;DR: Both finite-dimensional and functional limit theorems for the fractional nonhomogeneous Poisson process and the fractionsal compound Poissonprocess are given.
Journal ArticleDOI

Time-changed Poisson processes of order k

TL;DR: In this article, the Poisson process of order k (PPoK) time-changed with an independent Levy subordinator and its inverse was studied, which they called TCPPoK-I and TCPPoK-II.
Journal ArticleDOI

Skellam type processes of order K and beyond

TL;DR: In this article, the Skellam process of order k and its running average was introduced and the marginal probabilities, Levy measures, governing difference-differential equations of the introduced processes were derived.
References
More filters
Journal ArticleDOI

A long memory property of stock market returns and a new model

TL;DR: In this paper, a Monte-Carlo analysis of stock market returns was conducted and it was found that not only there is substantially more correlation between absolute returns than returns themselves, but the power transformation of the absolute return also has quite high autocorrelation for long lags.
Journal ArticleDOI

The econometrics of financial markets

TL;DR: The authors provides a survey of the work that has been done in financial econometrics in the past decade, establishing a set of stylized facts that are characteristics of financial series and then detailing the range of techniques that have been developed to model series which possess these characteristics.
Journal ArticleDOI

Long-range dependence ten years of Internet traffic modeling

TL;DR: The authors outline LRD findings in network traffic and explore the current lack of accuracy and robustness in LRD estimation and present recent evidence that packet arrivals appear to be in agreement with the Poisson assumption in the Internet core.
Related Papers (5)