A simplified model for measuring longevity risk for life insurance products

被引:0
作者
David Atance
Eliseo Navarro
机构
[1] University of Alcalá,Faculty of Economics and Business
来源
Financial Innovation | / 10卷
关键词
Mortality; Longevity risk; Forecasting; Key age; VaR;
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摘要
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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  • [1] Akaike H(1974)Stochastic theory of minimal realization IEEE Trans Autom Control 19 667-674
  • [2] Anderson BG(2009)Weather-related mortality: how heat, cold, and heat waves affect mortality in the United States Epidemiology 20 205-825
  • [3] Bell ML(2020)Constructing dynamic life tables with a single-factor model Decis Econ Finan 43 787-666
  • [4] Atance D(2020)A comparison of forecasting mortality models using resampling methods Mathematics 8 1550-199
  • [5] Balbás A(2012)Modeling the forward surface of mortality SIAM J Financ Math 3 639-468
  • [6] Navarro E(2008)The volatility of mortality Asia–Pac J Risk Insur 3 172-94
  • [7] Atance D(2005)Affine processes for dynamic mortality and actuarial valuations Insur Math Econom 37 443-336
  • [8] Debón A(2006)A bidimensional approach to mortality risk Decis Econ Financ 29 71-259
  • [9] Navarro E(2002)Applying Lee-Carter under conditions of variable mortality decline Popul Stud 56 325-38
  • [10] Bauer D(2010)Deterministic shock vs. stochastic value–at–risk an analysis of the Solvency II standard model approach to longevity risk. Bl DGVFM 31 225-393