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Implications of Unisex Assumptions in the Analysis of Longevity for Insurance Portfolios

机译:中性假设在保险组合寿命分析中的意义

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Since the Court of Justice of the European Union (EU) imposed a rule that insurance prices cannot be different for men and women, it is relevant to look into insights of mortality rate calculation and its implications. We already know that mortality curves are distinct between men and women, mainly in youth ages. However we are interested in the longevity risk, therefore we studied elderly ages. We start the analysis describing mortality rates for each sex and age. The data used come from INEGI and CONAPO in Mexico. For each 5-year period, the number of deaths and the number of living people by age and sex are available. We assume possible scenarios of gender proportion in mortality tables. Using survival analysis we estimated the parameters of a Weibull distribution, moreover we calculated the value at risk at different confidence levels. We emphasize the limitations of using unisex mortality tables to estimate longevity risk if the proportion of male and female is not equilibrated in the insurance portfolio. The actuarial modeling is necessary even when regulatory circumstances impose rules on the use of risk factors such as gender for tarification.
机译:由于欧洲联盟(欧盟)法院强加了一项规则,即男人和女人的保险价格不能不同,因此有必要研究死亡率计算及其含义的见解。我们已经知道,死亡率曲线在男女之间是不同的,主要是在青年时期。但是,我们对长寿风险感兴趣,因此我们研究了老年人的年龄。我们开始进行分析,描述每种性别和年龄的死亡率。所使用的数据来自墨西哥的INEGI和CONAPO。对于每个5年期,可以提供按年龄和性别划分的死亡人数和在世人口。我们假设死亡率表中可能存在性别比例的情况。使用生存分析,我们估计了威布尔分布的参数,此外,我们还计算了不同置信度下的风险值。如果男性和女性的比例在保险组合中不均衡,我们强调使用男女皆宜的死亡率表来估计寿命风险的局限性。即使监管环境对使用危险因素(例如性别)进行惩罚规定了规则,精算模型也是必要的。

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