On Rd-valued multi-self-similar Markov processes

被引:0
|
作者
Chaumont, Loic [1 ]
Lamine, Salem [1 ,2 ]
机构
[1] Univ Angers, LAREMA UMR CNRS 6093, 2 Bd Lavoisier, F-49045 Angers, France
[2] Univ Monastir, Fac Sci, Monastir, Tunisia
关键词
Multi-self-similarity; Markov additive process; Levy process; Time change;
D O I
10.1016/j.spa.2019.09.009
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
An R-d-valued Markov process x(t)((x))= (x(t)(1,x1),...,X-t(d,xd)),t >= 0,x is an element of R-d is said to be multi-self-similar with index (alpha(1),..., alpha(d)) is an element of [0, infinity)(d) if the identity in law (ci X-t(i,xi/ci),t >= 0)(1 <= i <= d )=((d))(X-c alpha t((x)), t >= 0), where c(alpha) = Pi(d)(i)=1 c(i)(alpha i) ,is satisfied for all c(1),..., c(d) > 0 and all starting point x. Multi-self-similar Markov processes were introduced by Jacobsen and Yor (2003) in the aim of extending the Lamperti transformation of positive self-similar Markov processes to R-+(d)-valued processes. This paper aims at giving a complete description of all R-d -valued multi-self-similar Markov processes. We show that their state space is always a union of open orthants with 0 as the only absorbing state and that there is no finite entrance law at 0 for these processes. We give conditions for these processes to satisfy the Feller property. Then we show that a Lamperti-type representation is also valid for R-d -valued multi-self-similar Markov processes. In particular, we obtain a one-to-one relationship between this set of processes and the set of Markov additive processes with values in {-1, 1 }(d) x R-d . We then apply this representation to study the almost sure asymptotic behavior of multi-self-similar Markov processes. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:3174 / 3192
页数:19
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