Risk aggregation with FGM copulas

被引:7
作者
Blier-Wong, Christopher [1 ]
Cossette, Helene [1 ]
Marceau, Etienne [1 ]
机构
[1] Univ Laval, Ecole Actuanat, Quebec City, PQ, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Stochastic representation; Mixed Erlang distributions; Stochastic order; Order statistics; Risk; -sharing; Capital allocation; MARGINALS AGGREGATION; ORDER-STATISTICS; DISTRIBUTIONS; DEPENDENCE; MOMENTS;
D O I
10.1016/j.insmatheco.2023.03.002
中图分类号
F [经济];
学科分类号
02 ;
摘要
We offer a new perspective on risk aggregation with FGM copulas. Along the way, we discover new results and revisit existing ones, providing simpler formulas than one can find in the existing literature. This paper builds on two novel representations of FGM copulas based on symmetric multivariate Bernoulli distributions and order statistics. First, we detail families of multivariate distributions with closed-form solutions for the cumulative distribution function or moments of the aggregate random variables. We provide methods to compute the cumulative distribution function of aggregate rvs when the marginals are discrete, then order aggregate random variables under the convex order. Finally, we discuss risk-sharing and capital allocation, providing numerical examples for each.(c) 2023 Elsevier B.V. All rights reserved.
引用
收藏
页码:102 / 120
页数:19
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