Bernoulli · 2013 · 52 citations · 12 references
EngineeringMathematicsProbability TheoryRepresentation TheoryStochastic ProcessesMarkov ChainsMarkov ProcessesHitting TimesSelf-similar Processes
In this paper, we obtain a Lamperti type representation for real-valued self-similar Markov processes, killed at their hitting time of zero. Namely, we represent real-valued self-similar Markov processes as time changed multiplicative invariant processes. Doing so, we complete Kiu’s work [Stochastic Process. Appl. 10 (1980) 183–191], following some ideas in Chybiryakov [Stochastic Process. Appl. 116 (2006) 857–872] in order to characterize the underlying processes in this representation. We provide some examples where the characteristics of the underlying processes can be computed explicitly.
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Semi-stable stochastic processes
John Lamperti · Transactions of the American Mathematical Society · 1962 · 514 citations
On some exponential functionals of Brownian motion
Marc Yor · Advances in Applied Probability · 1992 · 261 citations
Engineering, Finance, Mathematics +14
Exponential functionals of Lévy processes
Probability Surveys · 2005 · 146 citations · Full text