Lévy Processes with Jumps Governed by Lower Incomplete Gamma Subordinator and Its Variations

In this paper, we study the Lévy process time-changed by independent Lévy subordinators, namely, the incomplete gamma subordinator, the $\varepsilon$-jumps incomplete gamma subordinator, and tempered incomplete gamma subordinator. We derive their important distributional properties such as mean, variance, correlation, tail probabilities, and fractional moments. The long-range dependence property of these processes is discussed. An application in the insurance domain is studied in detail. Finally, we present the simulated sample paths for the subordinators.

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Publication Details

Journal
Theory of Probability and Its Applications
Published
2025-05-01
DOI
https://doi.org/10.1137/s0040585x97t992240
Citations
1
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
2.21
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article

Lévy Processes with Jumps Governed by Lower Incomplete Gamma Subordinator and Its Variations

Aditya Maheshwari, Sunil Kumar Gauttam, Meena Sanjay Babulal
1 citations
Theory of Probability and Its Applications
Stochastic processes and financial applications
2.21
article

Lévy Processes with Jumps Governed by Lower Incomplete Gamma Subordinator and Its Variations

Aditya Maheshwari, Sunil Kumar Gauttam, Meena Sanjay Babulal
article en
1 citations

Abstract

In this paper, we study the Lévy process time-changed by independent Lévy subordinators, namely, the incomplete gamma subordinator, the $\varepsilon$-jumps incomplete gamma subordinator, and tempered incomplete gamma subordinator. We derive their important distributional properties such as mean, variance, correlation, tail probabilities, and fractional moments. The long-range dependence property of these processes is discussed. An application in the insurance domain is studied in detail. Finally, we present the simulated sample paths for the subordinators.

Theory of Probability and Its ApplicationsVol. 70(1)
Reduced inequalities
Openalex Percentile: Top 15%
Stochastic processes and financial applications
2.21
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