Abstract
Let ρ0 be a positive measure on R with Laplace transform Lρ0(θ) defined on a set whose interior Θ(ρ0) is nonempty and let kρ0=logLρ0 be its cumulant transform. Then ρ0 is infinitely divisible iff kρ0′′ is a Laplace transform of some positive measure ρ1. If also ρ1 is infinitely divisible, then kρ1′′ is a Laplace transform of some positive measure ρ2 and so forth, until we reach a k such that ρk is not infinitely divisible. If such a k does not exist, we say that ρ0 is infinitely chainable. We say that ρ0 is infinitely chainable of order k0 if it is infinitely chainable and k0 is the smallest k for which ρk=ρk+1. In this note, we prove that ρ0 is infinitely chainable order k0 iff ρk0 falls into one of three classes: the gamma, hyperbolic, or negative binomial classes, a somewhat surprising result.
Original language | English |
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Article number | 110256 |
Journal | Statistics and Probability Letters |
Volume | 216 |
DOIs | |
State | Published - Jan 2025 |
Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2024 Elsevier B.V.
Keywords
- Chainability
- Infinitely divisible measure
- Lévy measure
ASJC Scopus subject areas
- Statistics and Probability
- Statistics, Probability and Uncertainty