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On the Long-range Dependence of Fractional Poisson and Negative Binomial Processes
Probability · Submitted 20 Jan 2016
abstract compiled · 2026-09-23 · no language-model review
The authors' main claim We also establish that the FNBP has the LRD property, while the increments of the FNBP possesses the SRD property.
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The abstract, sentence by sentence
We study the long-range dependence (LRD) of the increments of the fractional Poisson process (FPP), the fractional negative binomial process (FNBP) and the increments of the FNBP. We first point out an error in the proof of Theorem 1 of Biard and Saussereau (2014) and prove that the increments of the FPP has indeed the short-range dependence (SRD) property, when the fractional index $\beta$ satisfies $0<\beta<\frac{1}{3}$. We also establish that the FNBP has the LRD property, while the increments of the FNBP possesses the SRD property.
background contribution method result interpretation main claim
| # | sentence | role | the authors' own work | states the main conclusion | strength |
|---|---|---|---|---|---|
| s0 | We study the long-range dependence (LRD) of the increments of the fractional Poisson process (FPP), the fractional negative binomial process (FNBP) and the increments of the FNBP. | contribution 0.96 | 0.81 | 0.08 | asserted 0.54 |
| s1 | We first point out an error in the proof of Theorem 1 of Biard and Saussereau (2014) and prove that the increments of the FPP has indeed the short-range dependence (SRD) property, when the fractional index $\beta$ satisfies $0<\beta<\frac{1}{3}$. | result 0.88 | 0.93 | 0.23 | asserted 1.00 |
| s2 | We also establish that the FNBP has the LRD property, while the increments of the FNBP possesses the SRD property. | result 1.00 | 0.94 | 0.51 | asserted 1.00 |
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The paper
Original abstract
We study the long-range dependence (LRD) of the increments of the fractional Poisson process (FPP), the fractional negative binomial process (FNBP) and the increments of the FNBP. We first point out an error in the proof of Theorem 1 of Biard and Saussereau (2014) and prove that the increments of the FPP has indeed the short-range dependence (SRD) property, when the fractional index $\beta$ satisfies $0<\beta<\frac{1}{3}$. We also establish that the FNBP has the LRD property, while the increments of the FNBP possesses the SRD property.
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The long-range dependence of the FNBP, the short-range dependence of its increments and the infinite divisibility of the FPP and the FNBP are investigated.
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