Correlation structure of time-changed levy processes
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Contributors
Abstract
Time-changed Levy processes include the fractional Poisson process, and the scaling limit of a continuous time random walk. They are obtained by replacing the deterministic time variable by a positive non-decreasing random process. The use of time-changed processes in modeling often requires the knowledge of their second order properties such as the correlation function. This paper provides the explicit expression for the correlation function for time-changed Levy processes. The processes used to model random time include subordinators and inverse subordinators, and the time-changed Levy processes include limits of continuous time random walks. Several examples useful in applications are discussed.
Details
Original language | English |
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Article number | e-483 |
Journal | Communications in applied and industrial mathematics : CAIM |
Volume | 6 |
Issue number | 1 |
Publication status | Published - 2015 |
Peer-reviewed | Yes |
Keywords
ASJC Scopus subject areas
Keywords
- Correlation function, Inverse subordinators, Levy processes, Mittag-Leffler function, Subordinators