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JOURNALS // Teoriya Veroyatnostei i ee Primeneniya // Archive

Teor. Veroyatnost. i Primenen., 2025 Volume 70, Issue 1, Pages 88–110 (Mi tvp5648)

Lévy processes with jumps governed by lower incomplete gamma subordinator and its variations

M. S. Babulala, S. K. Gauttama, Maheshwarib

a Department of Mathematics, The LNM Institute of Information Technology, Jaipur, Rajasthan, India
b Operations Management and Quantitative Techniques Area, Indian Institute of Management Indore, Indore, Madhya Pradesh, India

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.

Keywords: incomplete gamma function, Lévy subordinator, compound Poisson process.

Received: 14.04.2023
Revised: 21.12.2023
Accepted: 15.01.2024

DOI: 10.4213/tvp5648


 English version:
Theory of Probability and its Applications, 2025, 70:1, 73–91

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© Steklov Math. Inst. of RAS, 2025