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On a Two-Parameter Yule-Simon Distribution

Baur, Erich; Bertoin, Jean (2021). On a Two-Parameter Yule-Simon Distribution. In: Chaumont, Loïc; Kyprianou, Andreas. A Lifetime of Excursions Through Random Walks and Lévy Processes : A Volume in Honour of Ron Doney’s 80th Birthday. Cham: Springer, 59-82.

Abstract

We extend the classical one-parameter Yule-Simon law to a version depending on two parameters, which in part appeared in Bertoin (J Stat Phys 176(3):679–691, 2019) in the context of a preferential attachment algorithm with fading memory. By making the link to a general branching process with age-dependent reproduction rate, we study the tail-asymptotic behavior of the two-parameter Yule-Simon law, as it was already initiated in Bertoin (J Stat Phys 176(3):679–691, 2019). Finally, by superposing mutations to the branching process, we propose a model which leads to the two-parameter range of the Yule-Simon law, generalizing thereby the work of Simon (Biometrika 42(3/4):425–440, 1955) on limiting word frequencies.

Additional indexing

Item Type:Book Section, refereed, original work
Communities & Collections:07 Faculty of Science > Institute of Mathematics
Dewey Decimal Classification:510 Mathematics
Scopus Subject Areas:Physical Sciences > Statistics and Probability
Physical Sciences > Applied Mathematics
Physical Sciences > Mathematical Physics
Physical Sciences > Mathematics (miscellaneous)
Language:English
Date:1 January 2021
Deposited On:17 Jun 2022 14:46
Last Modified:19 Dec 2024 04:44
Publisher:Springer
Series Name:Progress in Probability
Number:78
ISSN:1050-6977
ISBN:978-3-030-83308-4
OA Status:Closed
Publisher DOI:https://doi.org/10.1007/978-3-030-83309-1_4

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