Renewal theory with fat-tailed distributed sojourn times: Typical versus rare

Wanli Wang, Johannes H.P. Schulz, Weihua Deng, Eli Barkai

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28 Scopus citations

Abstract

Renewal processes with heavy-tailed power law distributed sojourn times are commonly encountered in physical modeling and so typical fluctuations of observables of interest have been investigated in detail. To describe rare events, the rate function approach from large deviation theory does not hold and new tools must be considered. Here, we investigate the large deviations of the number of renewals, the forward and backward recurrence times, the occupation time, and the time interval straddling the observation time. We show how non-normalized densities describe these rare fluctuations and how moments of certain observables are obtained from these limiting laws. Numerical simulations illustrate our results, showing the deviations from arcsine, Dynkin, Darling-Kac, Lévy, and Lamperti laws.

Original languageEnglish
Article number042139
JournalPhysical Review E
Volume98
Issue number4
DOIs
StatePublished - 24 Oct 2018

Bibliographical note

Publisher Copyright:
© 2018 American Physical Society.

Funding

The support of Israel Science Foundation Grant No. 1898/17 is acknowledged, and the work was partially supported by the National Natural Science Foundation of China under Grant No. 11671182 and the Fundamental Research Funds for the Central Universities under Grants No. lzujbky-2018-ot03 and No. lzujbky-2017-it57. W.W. is sustained by the China Scholarship Council (CSC).

FundersFunder number
National Natural Science Foundation of China11671182
Israel Science Foundation1898/17
China Scholarship Council
Fundamental Research Funds for the Central Universitieslzujbky-2018-ot03

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