On age difference in joint lifetime modelling with life insurance annuity applications

被引:12
|
作者
Dufresne, Francois [1 ]
Hashorva, Enkelejd [1 ]
Ratovomirija, Gildas [1 ,2 ]
Toukourou, Youssouf [1 ]
机构
[1] Univ Lausanne, UNIL Dorigny, Dept Actuarial Sci, Fac Business & Econ, CH-1015 Lausanne, Switzerland
[2] Vaudoise Assurances, Pl Milan CP 120, CH-1001 Lausanne, Switzerland
基金
瑞士国家科学基金会;
关键词
Dependent lifetimes; Copula and dependence; Goodness of fit; Maximum likelihood estimator; Life insurance annuity;
D O I
10.1017/S1748499518000076
中图分类号
F [经济];
学科分类号
02 ;
摘要
Insurance and annuity products covering several lives require the modelling of the joint distribution of future lifetimes. In the interest of simplifying calculations, it is common in practice to assume that the future lifetimes among a group of people are independent. However, extensive research over the past decades suggests otherwise. In this paper, a copula approach is used to model the dependence between lifetimes within a married couple using data from a large Canadian insurance company. As a novelty, the age difference and the gender of the elder partner are introduced as an argument of the dependence parameter. Maximum likelihood techniques are thus implemented for the parameter estimation. Not only do the results make clear that the correlation decreases with age difference, but also the dependence between the lifetimes is higher when husband is older than wife. A goodness-of-fit procedure is applied in order to assess the validity of the model. Finally, considering several annuity products available on the life insurance market, the paper concludes with practical illustrations.
引用
收藏
页码:350 / 371
页数:22
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