Extremes of Lévy-driven spatial random fields with regularly varying Lévy measure
نویسندگان
چکیده
We consider an infinitely divisible random field indexed by Rd, d∈N, given as integral of a kernel function with respect to Lévy basis measure having regularly varying right tail. First we show that the tail its supremum over any bounded set is asymptotically equivalent times kernel. Secondly, when observing appropriately increasing sequence continuous index sets, obtain extreme value theorem stating running converges in distribution Fréchet distribution.
منابع مشابه
Extremes of Regularly Varying Lévy Driven Mixed Moving Average Processes
In this paper we study the extremal behavior of stationary mixed moving average processes Y (t) = ∫ R+×R f(r, t − s) dΛ(r, s) for t ∈ R, where f is a deterministic function and Λ is an infinitely divisible independently scattered random measure, whose underlying driving Lévy process is regularly varying. We give sufficient conditions for the stationarity of Y and compute the tail behavior of ce...
متن کاملLévy flights in random environments.
We consider Lévy flights characterized by the step index f in a quenched random force field. By means of a dynamic renormalization group analysis we find that the dynamic exponent z for f < 2 locks onto f , independent of dimension and independent of the presence of weak quenched disorder. The critical dimension, however, depends on the step index f for f < 2 and is given by dc = 2f − 2. For d ...
متن کاملSearch in Random Media with Lévy Flights
Our work on the subject of search has been motivated by a variety of applications in engineering and technology, and it differs from the physicists’ motivation for such problems, e.g., or the motivation provided by biochemistry, and in theoretical biology . One of our reasons for a more fundamental approach to search comes from the area of traffic routing in wired networks where each end user m...
متن کاملLévy random walks on multiplex networks
Random walks constitute a fundamental mechanism for many dynamics taking place on complex networks. Besides, as a more realistic description of our society, multiplex networks have been receiving a growing interest, as well as the dynamical processes that occur on top of them. Here, inspired by one specific model of random walks that seems to be ubiquitous across many scientific fields, the Lév...
متن کاملLévy Moving Averages and Spatial Statistics
in collaboration with Nicky Best and Katja Ickstadt 1 ' & $ % Moving Averages One common and flexible way of constructing stationary time series (discrete-time stochastic processes) is to begin with an i.i.d. X i ≡ j b j ζ i−j where j typically runs from 0 to some finite q ∈ N (or occasionally from 0 to ∞ or even from −∞ to ∞). It is straightforward to compute the mean and covariance of X i and...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Stochastic Processes and their Applications
سال: 2022
ISSN: ['1879-209X', '0304-4149']
DOI: https://doi.org/10.1016/j.spa.2022.04.007