Lévy processes with jumps governed by lower incomplete gamma subordinator and its variations
Meena Sanjay Babulal, Sunil Kumar Gauttam, Aditya Maheshwari
Abstract
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Meena Sanjay Babulal, Sunil Kumar Gauttam, Aditya Maheshwari
Abstract
Open-access reader
In this paper, we study the Lévy process time-changed by independent Lévy subordinators, namely, the incomplete gamma subordinator, the $ε$-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 are discussed. An application in insurance domain is studied in detail. Finally, we present the simulated sample paths for the subordinators.
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In this paper, we study the Lévy process time-changed by independent Lévy subordinators, namely, the incomplete gamma subordinator, the $ε$-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 are discussed. An application in insurance domain is studied in detail. Finally, we present the simulated sample paths for the subordinators.
Key concepts: Subordinator, Poisson distribution, Compound Poisson process, Gamma process, Mathematics, Range (aeronautics), Statistical physics, Lévy process