Title of article :
Multi-self-similar Markov processes on Rn+ and their Lamperti representations
Author/Authors :
Yor، Marc نويسنده , , Jacobsen، Martin نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Pages :
0
From page :
1
To page :
0
Abstract :
A classical result, due to Lamperti, establishes a one-to-one correspondence between a class of strictly positive Markov processes that are self-similar, and the class of one-dimensional Lévy processes. This correspondence is obtained by suitably time-changing the exponential of the Lévy process. In this paper we generalise Lampertiʹs result to processes in n dimensions. For the representation we obtain, it is essential that the same time-change be applied to all coordinates of the processes involved. Also for the statement of the main result we need the proper concept of self-similarity in higher dimensions, referred to as multi-self-similarity in the paper. The special case where the Lévy process (xi) is standard Brownian motion in n dimensions is studied in detail. There are also specific comments on the case where (xi) is an n-dimensional compound Poisson process with drift. Finally, we present some results concerning moment sequences, obtained by studying the multi-self-similar processes that correspond to n-dimensional subordinators.
Keywords :
Polymers , random walks , Random walks , Random surfaces , Lattice animals , Phase transitions
Journal title :
PROBABILITY THEORY AND RELATED FIELDS
Serial Year :
2003
Journal title :
PROBABILITY THEORY AND RELATED FIELDS
Record number :
73122
Link To Document :
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