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Limit Theorems for Trawl Processes

Probability 2021-09-17 v1

Abstract

In this work we derive limit theorems for trawl processes. First,we study the asymptotic behaviour of the partial sums of the discretized trawl process (XiΔn)i=0nt1(X_{i\Delta_{n}})_{i=0}^{\lfloor nt\rfloor-1}, under the assumption that as nn\uparrow\infty, Δn0\Delta_{n}\downarrow0 and nΔnμ[0,+]n\Delta_{n}\rightarrow\mu\in[0,+\infty]. Second, we derive a functional limit theorem for trawl processes as the L\'{e}vy measure of the trawl seed grows to infinity and show that the limiting process has a Gaussian moving average representation.

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Cite

@article{arxiv.2009.10698,
  title  = {Limit Theorems for Trawl Processes},
  author = {Mikko S. Pakkanen and Riccardo Passeggeri and Orimar Sauri and Almut E. D. Veraart},
  journal= {arXiv preprint arXiv:2009.10698},
  year   = {2021}
}

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35 pages