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Consider $n$ i.i.d. random vectors on $\mathbb{R}^2$, with unknown, common distribution function $F$. Under a sharpening of the extreme value condition on $F$, we derive a weighted approximation of the corresponding tail copula process.…

统计理论 · 数学 2007-06-13 John H. J. Einmahl , Laurens de Haan , Deyuan Li

We propose a new definition of a multivariate subexponential distribution. We compare this definition with the two existing notions of multivariate subexponentiality, and compute the asymptotic behaviour of the ruin probability in the…

概率论 · 数学 2015-09-18 Gennady Samorodnitsky , Julian Sun

We compute the stationary in-degree probability, $P_{in}(k)$, for a growing network model with directed edges and arbitrary out-degree probability. In particular, under preferential linking, we find that if the nodes have a light tail…

物理与社会 · 物理学 2008-10-21 Daniel Fraiman

Consider a random walk $S=(S_n:n\geq 0)$ that is ``perturbed'' by a stationary sequence $(\xi_n:n\geq 0)$ to produce the process $(S_n+\xi_n:n\geq0)$. This paper is concerned with computing the distribution of the all-time maximum…

概率论 · 数学 2007-05-23 Victor F. Araman , Peter W. Glynn

We classify the possible behaviors of a class of one-dimensional stochastic recurrent growth models. In our main result, we obtain nearly optimal bounds for the tail of hitting times of some compact sets. If the process is an aperiodic…

概率论 · 数学 2016-04-08 Etienne Adam

In this paper non-asymptotic exponential and moment estimates are derived for tail of distribution for discrete time martingale under norming sequence 1/n, as in the classical Law of Large Numbers (LLN), by means of martingale differences…

概率论 · 数学 2012-07-10 E. Ostrovsky , L. Sirota

In this paper a quantitative analysis of the ruin probability in finite time of discrete risk process with proportional reinsurance and investment of finance surplus is focused on. It is assumed that the total loss on a unit interval has a…

风险管理 · 定量金融 2021-12-14 Helena Jasiulewicz , Wojciech Kordecki

In this paper we consider a compound Poisson risk model with regularly varying claim sizes. For this model in [1] an asymptotic formula for the finite time ruin probability is provided when the time is scaled by the mean excess function. In…

概率论 · 数学 2011-12-13 Søren Asmussen , Dominik Kortschak

We give a sufficient condition for the exponential decay of the tail probability of a non-negative random variable. We consider the Laplace-Stieltjes transform of the probability distribution function of the random variable. We present a…

复变函数 · 数学 2016-11-15 Kenji Nakagawa

Relations between subexponential densities and locally subexponential distributions are discussed. It is shown that the class of subexponential densities is neither closed under convolution roots nor closed under asymptotic equivalence. A…

概率论 · 数学 2016-02-05 Toshiro Watanabe , Kouji Yamamuro

Skew-elliptical distributions constitute a large class of multivariate distributions that account for both skewness and a variety of tail properties. This class has simpler representations in terms of densities rather than cumulative…

概率论 · 数学 2019-01-21 Harry Joe , Haijun Li

Consider a branching random walk on the real line with a killing barrier at zero: starting from a nonnegative point, particles reproduce and move independently, but are killed when they touch the negative half-line. The population of the…

概率论 · 数学 2013-12-13 Elie Aïdékon , Yueyun Hu , Olivier Zindy

We investigate a stationary random coefficient autoregressive process. Using renewal type arguments tailor-made for such processes, we show that the stationary distribution has a power-law tail. When the model is normal, we show that the…

概率论 · 数学 2007-05-23 Claudia Kluppelberg , Serguei Pergamenchtchikov

We propose an approach to compute the conditional moments of fat-tailed phenomena that, only looking at data, could be mistakenly considered as having infinite mean. This type of problems manifests itself when a random variable Y has a…

应用统计 · 统计学 2018-08-02 Nassim Nicholas Taleb , Pasquale Cirillo

We propose a model to create synthetic networks that may also serve as a narrative of a certain kind of infrastructure network evolution. It consists of an initialization phase with the network extending tree-like for minimum cost and a…

物理与社会 · 物理学 2016-02-09 Paul Schultz , Jobst Heitzig , Jürgen Kurths

The extremal behaviour of a Markov chain is typically characterized by its tail chain. For asymptotically dependent Markov chains existing formulations fail to capture the full evolution of the extreme event when the chain moves out of the…

In risk management, tail risks are of crucial importance. The assessment of risks should be carried out in accordance with the regulatory authority's requirement at high quantiles. In general, the underlying distribution function is…

风险管理 · 定量金融 2020-07-15 Ingo Hoffmann , Christoph J. Börner

In this paper we present a tail inequality for the maximum of partial sums of a weakly dependent sequence of random variables that are not necessarily bounded. The class considered includes geometrically and subgeometrically strongly mixing…

概率论 · 数学 2009-02-04 Florence Merlevède , Magda Peligrad , Emmanuel Rio

We determine the rate of decrease of the right tail distribution of the exponential functional of a Levy process with a convolution equivalent Levy measure. Our main result establishes that it decreases as the right tail of the image under…

概率论 · 数学 2016-08-14 Víctor Rivero

This paper is devoted to the analysis of the finite-dimensional distributions and asymptotic behavior of extremal Markov processes connected to the Kendall convolution. In particular, based on its stochastic representation, we provide…

概率论 · 数学 2019-10-10 Marek Arendarczyk , Barbara Jasiulis-Gołdyn , Edward Omey
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