English

Point processes of exceedances for random walks in random sceneries

Probability 2022-01-19 v1

Abstract

Let {ξ(k),kZ}\{\xi(k), k \in \mathbb{Z} \} be a stationary sequence of random variables and let {Sn,nN+}\{S_n, n \in \mathbb{N}_+ \} be a transient random walk in the domain of attraction of a stable law. In the previous work \cite{Nicolas_Ahmad}, under conditions of type D(un)D(u_n) and D(un)D'(u_n) we provided a limit theorem for the maximum of the first nn terms of the sequence {ξ(Sn),nN}\{\xi(S_n), n \in \mathbb{N} \}. In this paper, under the same conditions we will see that, the limit of the process which counts the numbers of the exceedances of the form {ξ(Sk)>un},k1\{\xi(S_k)>u_n\}, k\geq 1, is a compound Poisson point process. We also deal with the so-called extremal index for the sequence {ξ(Sn),nN}\{\xi(S_n), n \in \mathbb{N} \} and we discuss some weak mixing properties.

Keywords

Cite

@article{arxiv.2201.05687,
  title  = {Point processes of exceedances for random walks in random sceneries},
  author = {Ahmad Darwiche},
  journal= {arXiv preprint arXiv:2201.05687},
  year   = {2022}
}

Comments

arXiv admin note: text overlap with arXiv:1910.04651