Davar Khoshnevisan, Yimin Xiao, Yuquan Zhong
The primary goal of this paper is to study the range of the random field X(t)=∑Nj=1Xj(tj), where X1,…,XN\vspace*{-1pt} are independent Lévy processes in \Rd.
To cite a typical result of this paper, let us suppose that Ψi denotes the Lévy exponent of Xi for each i=1,…,N. Then, under certain mild conditions, we show that a necessary and sufficient condition for X(\RN+) to have positive d-dimensional Lebesgue measure is the integrability of the function \Rd∋ξ↦∏Nj=1R{1+Ψj(ξ)}−1. This extends a celebrated result of Kesten and of Bretagnolle in the one-parameter setting. Furthermore, we show that the existence of square integrable local times is yet another equivalent condition for the mentioned integrability criterion. This extends a theorem of Hawkes to the present random fields setting and completes the analysis of local times for additive Lévy processes initiated in a companion by paper Khoshnevisan, Xiao and Zhong.
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