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Limit theorems for some continuous-time random walks

Jara, Milton; Komorowski, Tomasz (2011), Limit theorems for some continuous-time random walks, Advances in Applied Probability, 43, 3, p. 782-813. http://dx.doi.org/10.1239/aap/1316792670

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Type
Article accepté pour publication ou publié
Date
2011
Journal name
Advances in Applied Probability
Volume
43
Number
3
Publisher
Applied Probability Trust
Pages
782-813
Publication identifier
http://dx.doi.org/10.1239/aap/1316792670
Metadata
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Author(s)
Jara, Milton
Komorowski, Tomasz
Abstract (EN)
In this paper we consider the scaled limit of a continuous-time random walk (CTRW) based on a Markov chain {Xn, n ≥ 0} and two observables, τ(∙) and V(∙), corresponding to the renewal times and jump sizes. Assuming that these observables belong to the domains of attraction of some stable laws, we give sufficient conditions on the chain that guarantee the existence of the scaled limits for CTRWs. An application of the results to a process that arises in quantum transport theory is provided. The results obtained in this paper generalize earlier results contained in Becker-Kern, Meerschaert and Scheffler (2004) and Meerschaert and Scheffler (2008), and the recent results of Henry and Straka (2011) and Jurlewicz, Kern, Meerschaert and Scheffler (2010), where {Xn, n ≥ 0} is a sequence of independent and identically distributed random variables.
Subjects / Keywords
Continuous-time random walk; Markov chain; subordinator; jump process

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