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Title:Positive Markov processes in Laplace duality
Authors:ID Foucart, Clément (Author)
ID Vidmar, Matija (Author)
Files:.pdf PDF - Presentation file, download (1,28 MB)
MD5: E8028C55AFBFB52E49B1C4EFF6CFEB74
 
URL URL - Source URL, visit https://projecteuclid.org/journals/electronic-journal-of-probability/volume-31/issue-none/Positive-Markov-processes-in-Laplace-duality/10.1214/26-EJP1582.full
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo IMFM - Institute of Mathematics, Physics, and Mechanics
Abstract:This article develops a general framework for Laplace duality between positive Markov processes in which the one-dimensional Laplace transform of one process can be represented through that of another. We show that a process admits a Laplace dual if and only if it satisfies a certain complete monotonicity condition. Moreover, we analyse how the conventions adopted for the values of $0 \cdot \infty$ and $\infty \cdot 0$ are reflected in the weak continuity/absorptivity properties of the processes in duality at the boundaries $0$ and $\infty$. A broad class of generators admitting Laplace duals is identified, and we provide sufficient conditions under which the associated martingale problems are well-posed with the solutions being in duality at the level of their semigroups. Laplace duality is shown to furnish a unifying structure for several generalizations of continuous-state branching processes, e.g. those with immigration or evolving in random environments. Along the way, a theorem originally due to Ethier and Kurtz – connecting duality of generators to that of the associated semigroups – is refined, and we provide a concise proof of the Courrège form for the pointwise infinitesimal generator of a positive Markov process whose domain includes the exponential functions. The latter leads naturally to the notion of a Laplace symbol, which is a parsimonious encoding of the infinitesimal dynamics of the process.
Keywords:positive Markov process, duality of semigroups, duality of generators, Laplace transform, complete monotonicity, Laplace symbol, Lévy-Khintchine function, martingale problem, branching process, stochastic population model
Publication status:Published
Publication version:Version of Record
Publication date:01.01.2026
Year of publishing:2026
Number of pages:str. 1-73
Numbering:Vol. 31, article no. 127
PID:20.500.12556/DiRROS-31908 New window
UDC:519.2
ISSN on article:1083-6489
DOI:10.1214/26-EJP1582 New window
COBISS.SI-ID:287982851 New window
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Publication date in DiRROS:17.08.2026
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Record is a part of a journal

Title:Electronic journal of probability
Shortened title:Electron. j. probab.
Publisher:Institute of Mathematical Statistics
ISSN:1083-6489
COBISS.SI-ID:7034969 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P1-0448
Name:Stohastične metode in njihova uporaba

Funder:EC - European Commission
Project number:101054787
Name:Stochastic dynamics of sINgle cells: Growth, Emergence and Resistance
Acronym:SINGER

Licences

License:CC BY 3.0, Creative Commons Attribution 3.0 Unported
Link:https://creativecommons.org/licenses/by/3.0/deed.en
Description:You are free to reproduce and redistribute the material in any medium or format. You are free to remix, transform, and build upon the material for any purpose, even commercially. You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Secondary language

Language:Slovenian
Keywords:pozitiven markovski proces, dualnost polgrup, dualnost generatorjev, Laplaceova transformacija, popolna monotonost, Laplaceov simbol, Lévy-Khintchinova funkcija, martingalski problem, proces razvejanja, stohastični model populacije


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