衡量人寿保险产品长寿风险的简化模型

IF 6.9 1区 经济学 Q1 BUSINESS, FINANCE
David Atance, Eliseo Navarro
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引用次数: 0

摘要

在本文中,我们提出了一个简单的动态死亡率模型,用于拟合和预测死亡率,以衡量长寿和死亡率风险。该模型假设即期利率的变化线性取决于少数几个因素。这些因素被确定为特定期限的利率。同样,我们假设死亡率的变化线性取决于特定死亡率的变化,我们称之为关键死亡率。该模型的主要优点之一是,它允许开发一种易于实施的方法,利用模拟技术来衡量长寿和死亡率风险。特别是,我们利用该模型计算了一种保险产品的风险价值和条件风险价值,使用来自六个不同人群的样本外数据测试了我们建议的准确性和稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A simplified model for measuring longevity risk for life insurance products
In this paper, we propose a simple dynamic mortality model to fit and forecast mortality rates for measuring longevity and mortality risks. This proposal is based on a methodology for modelling interest rates, which assumes that changes in spot interest rates depend linearly on a small number of factors. These factors are identified as interest rates with a given maturity. Similarly, we assume that changes in mortality rates depend linearly on changes in a specific mortality rate, which we call the key mortality rate. One of the main advantages of this model is that it allows the development of an easy to implement methodology to measure longevity and mortality risks using simulation techniques. Particularly, we employ the model to calculate the Value-at-Risk and Conditional-Value-at-Risk of an insurance product testing the accuracy and robustness of our proposal using out-of-sample data from six different populations.
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来源期刊
Financial Innovation
Financial Innovation Economics, Econometrics and Finance-Finance
CiteScore
11.40
自引率
11.90%
发文量
95
审稿时长
5 weeks
期刊介绍: Financial Innovation (FIN), a Springer OA journal sponsored by Southwestern University of Finance and Economics, serves as a global academic platform for sharing research findings in all aspects of financial innovation during the electronic business era. It facilitates interactions among researchers, policymakers, and practitioners, focusing on new financial instruments, technologies, markets, and institutions. Emphasizing emerging financial products enabled by disruptive technologies, FIN publishes high-quality academic and practical papers. The journal is peer-reviewed, indexed in SSCI, Scopus, Google Scholar, CNKI, CQVIP, and more.
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