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Fluctuation theory for spectrally positive additive L\'evy fields

Probability 2019-12-24 v1

Abstract

A spectrally positive additive L\'evy field is a multidimensional field obtained as the sum Xt=Xt1(1)+Xt2(2)++Xtd(d)\mathbf{X}_{\rm t}={\rm X}^{(1)}_{t_1}+{\rm X}^{(2)}_{t_2}+\dots+{\rm X}^{(d)}_{t_d}, t=(t1,,td)R+d{\rm t}=(t_1,\dots,t_d)\in\mathbb{R}_+^d, where X(j)=t(X1,j,,Xd,j){\rm X}^{(j)}={}^t (X^{1,j},\dots,X^{d,j}), j=1,,dj=1,\dots,d, are dd independent Rd\mathbb{R}^d-valued L\'evy processes issued from 0, such that Xi,jX^{i,j} is non decreasing for iji\neq j and Xj,jX^{j,j} is spectrally positive. It can also be expressed as Xt=Xt1\mathbf{X}_{\rm t}=\mathbb{X}_{\rm t}{\bf 1}, where 1=t(1,1,,1){\bf 1}={}^t(1,1,\dots,1) and Xt=(Xtji,j)1i,jd\mathbb{X}_{\rm t}=(X^{i,j}_{t_j})_{1\leq i,j\leq d}. The main interest of spaLf's lies in the Lamperti representation of multitype continuous state branching processes. In this work, we study the law of the first passage times Tr\mathbf{T}_{\rm r} of such fields at levels r-{\rm r}, where rR+d{\rm r}\in\mathbb{R}_+^d. We prove that the field {(Tr,XTr),rR+d}\{(\mathbf{T}_{\rm r},\mathbb{X}_{\mathbf{T}_{\rm r}}),{\rm r}\in\mathbb{R}_+^d\} has stationary and independent increments and we describe its law in terms of this of the spaLf X\mathbf{X}. In particular, the Laplace exponent of (Tr,XTr)(\mathbf{T}_{\rm r},\mathbb{X}_{\mathbf{T}_{\rm r}}) solves a functional equation leaded by the Laplace exponent of X\mathbf{X}. This equation extends in higher dimension a classical fluctuation identity satisfied by the Laplace exponents of the ladder processes. Then we give an expression of the distribution of {(Tr,XTr),rR+d}\{(\mathbf{T}_{\rm r},\mathbb{X}_{\mathbf{T}_{\rm r}}),{\rm r}\in\mathbb{R}_+^d\} in terms of the distribution of {Xt,tR+d}\{\mathbb{X}_{\rm t},{\rm t}\in\mathbb{R}_+^d\} by the means of a Kemperman-type formula, well-known for spectrally positive L\'evy processes.

Keywords

Cite

@article{arxiv.1912.10474,
  title  = {Fluctuation theory for spectrally positive additive L\'evy fields},
  author = {Loïc Chaumont and Marine Marolleau},
  journal= {arXiv preprint arXiv:1912.10474},
  year   = {2019}
}
R2 v1 2026-06-23T12:53:50.425Z