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We study the tail asymptotics of the sum of two heavy-tailed random variables. The dependence structure is modeled by copulas with the so-called tail order property. Examples are presented to illustrate the approach. Further for each…

风险管理 · 定量金融 2024-11-15 Fan Yang , Yi Zhang

The use of expectiles in risk management has recently gathered remarkable momentum due to their excellent axiomatic and probabilistic properties. In particular, the class of elicitable law-invariant coherent risk measures only consists of…

统计理论 · 数学 2023-03-21 Abdelaati Daouia , Simone A. Padoan , Gilles Stupfler

We obtain asymptotic approximations for the probability density function of the product of two correlated normal random variables with non-zero means and arbitrary variances. As a consequence, we deduce asymptotic approximations for the…

概率论 · 数学 2024-10-22 Robert E. Gaunt , Zixin Ye

We consider phase-type scale mixture distributions which correspond to distributions of a product of two independent random variables: a phase-type random variable $Y$ and a nonnegative but otherwise arbitrary random variable $S$ called the…

概率论 · 数学 2017-05-16 Leonardo Rojas-Nandayapa , Wangyue Xie

By using a probabilistic technique based on the exponential change of measure we find a precise tail asymptotic behavior of some perpetuities with distributions close to the Dickman distribution.

概率论 · 数学 2026-04-17 Alexander Iksanov , Oleh Iksanov

We discuss in this paper a possibility of constructing a whole class of asymptotic distribution-free tests for testing regularly varying tail distributions. The idea is that we treat the tails of distributions as members of a parametric…

统计理论 · 数学 2018-06-07 Thuong Nguyen

An asymptotic model for extreme behavior of certain Markov chains is the "tail chain". Generally taking the form of a multiplicative random walk, it is useful in deriving extremal characteristics such as point process limits. We place this…

概率论 · 数学 2011-12-30 Sidney I. Resnick , David Zeber

In this paper we are concerned with a sample of asymptotically independent risks. Tail asymptotic probabilities for linear combinations of randomly weighted order statistics are approximated under various assumptions, where the individual…

概率论 · 数学 2014-06-24 Alexandru V. Asimit , Enkelejd Hashorva , Dominik Kortschak

Based on suitable left-truncated or censored data, two flexible classes of $M$-estimations of Weibull tail coefficient are proposed with two additional parameters bounding the impact of extreme contamination. Asymptotic normality with…

统计理论 · 数学 2018-10-18 Chengping Gong , Chengxiu Ling

This article introduces a non-parametric information-theoretic approach to inference about the tail of a continuous or a discrete distribution. Leveraging a new concept named tail profile -- a set of information-theoretic quantities…

应用统计 · 统计学 2025-03-19 Jialin Zhang , Zhiyi Zhang

Multivariate regular variation plays a role assessing tail risk in diverse applications such as finance, telecommunications, insurance and environmental science. The classical theory, being based on an asymptotic model, sometimes leads to…

概率论 · 数学 2011-08-31 Bikramjit Das , Abhimanyu Mitra , Sidney Resnick

In this note we prove bounds on the upper and lower probability tails of sums of independent geometric or exponentially distributed random variables. We also prove negative results showing that our established tail bounds are asymptotically…

统计理论 · 数学 2019-02-11 Yaonan Jin , Yingkai Li , Yining Wang , Yuan Zhou

In this paper we revisited the classical problem of max-sum equivalence of randomly weighted sums in two dimensions. In opposite to the most papers in literature, we consider that there exists some interdependence between the primary random…

概率论 · 数学 2025-05-27 Dimitrios G. Konstantinides , Charalampos D. Passalidis

Let F be a distribution function with negative mean and regularly varying right tail. Under a mild smoothness condition we derive higher order asymptotic expansions for the tail distribution of the maxima of the random walk generated by F.…

概率论 · 数学 2007-05-23 Ph . Barbe , W. P. McCormick , C. Zhang

Random deflated risk models have been considered in recent literatures. In this paper, we investigate second-order tail behavior of the deflated risk X=RS under the assumptions of second-order regular variation on the survival functions of…

概率论 · 数学 2013-05-14 E. Hashorva , C. Ling , Z. Peng

In a number of applications, particularly in financial and actuarial mathematics, it is of interest to characterize the tail distribution of a random variable $V$ satisfying the distributional equation $V\stackrel{\mathcal{D}}{=}f(V)$,…

概率论 · 数学 2014-07-04 Jeffrey F. Collamore , Guoqing Diao , Anand N. Vidyashankar

Let R be a positive random variable independent of S which is beta distributed. In this paper we are interested on the relation between the distribution function of R and that of RS. For this model we derive first some distributional…

概率论 · 数学 2013-05-14 Enkelejd Hashorva

It is argued that there is a need for fat-tailed distributions that become thin in the extreme tail. A 3-parameter distribution is introduced that visually resembles the t-distribution and interpolates between the normal distribution and…

统计理论 · 数学 2022-02-08 Rose D Baker

We derive subexponential tail asymptotics for the distribution of the maximum of a compound renewal process with linear component and of a L\'evy process, both with negative drift, over random time horizon $\tau$ that does not depend on the…

概率论 · 数学 2024-10-07 Sergey Foss , Dmitry Korshunov , Zbigniew Palmowski

Let $X_{1},\ldots ,X_{n}$ be $n$ real-valued dependent random variables. With motivation from Mitra and Resnick (2009), we derive the tail asymptotic expansion for the weighted sum of order statistics $X_{1:n}\leq \cdots \leq X_{n:n}$ of…

概率论 · 数学 2014-08-07 Enkelejd Hashorva , Jinzhi Li