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Séminaire d'Analyse

On distributions determined by their upward, space-time Wiener-Hopf factor

Loïc Chaumont

( Angers )

Salle de Conférences

le 23 juin 2016 à 14:00

The characteristic function φ\varphi of any probability distribution μ\mu on R\mathbb{R} can be decomposed as [1φ(t)=[1κ+(s,t)][1κ(s,t)],s[0,1),,;tR[1-\varphi(t)=[1-\kappa_+(s,t)]\cdot[1-\kappa_-(s,t)],s\in[0,1),,; t\in\mathbb{R} where κ+\kappa_+ and κ\kappa_- are respectively the upward and downward space-time Wiener-Hopf factors of μ\mu. The latter factors are defined by [kappa+(s,t)=e(sT+eitST+);\mboxand;κ(s,t)=e(sTeitST)][kappa_+(s,t)=e(s^{T_+}e^{itS_{T_+}});\mbox{and};\kappa_-(s,t)=e(s^{T_-}e^{itS_{T_-}})] where (Sn)(S_n) is a random walk with step distribution μ\mu, starting at 0 and T+,TT_+,T_- are the first passage times above and bellow 0 by (Sn)(S_n), that is T+=inf{n1:Sn>0}T_+=\inf\{n\ge1:S_n>0\} and T=inf{n1:Sn0}T_-=\inf\{n\ge1:S_n\le0\}. We prove that μ\mu can be characterized by the sole data of the upward factor κ+(s,t)\kappa_+(s,t), s[0,1)s\in[0,1), tRt\in\mathbb{R} in many cases including the case where 1) μ\mu has some positive exponential moments, 2) the function tμ(t,)t\mapsto\mu(t,\infty) is completely monotone on R+\mathbb{R}_+, 3) the density of μ\mu in R+\mathbb{R}_+ satisfies some conditions of analycity. We conjecture that any probability distribution is characterized by its upward factor. This conjecture is equivalent to the following: {\it Any probability measure μ\mu on R\mathbb{R} whose support is not included in R\mathbb{R}_- is determined by its convolution iterations μn\mu^{*n}, n1n\ge1 restricted to R+\mathbb{R}_+}. In many instances, the sole knowlege of μ\mu and μ2\mu^{*2} restricted to R+\mathbb{R}_+ is actually sufficient to determine μ\mu. This is a joint work with Ron Doney (Manchester University).