A Method of Hedging Mortality Rate Risks in Endowment Product Development
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Forecasting mortality rate changes in the future is important and necessary for insurance businesses. An interesting observation is that mortality rates for a few age groups have improved recently and that other mortality rate risks may exist. If the life table constructed from a mortality model, which predicts mortality rates lower than those actually experienced by the life insurance policy holders, then the company will face losses from the sales of life insurance contracts. As a hedging strategy, the insurance company may promote the sale of polices, such as annuities or pure endowments, to offset the losses from the life insurance sales. We present a method of hedging mortality rate risks for the development of endowment policies using the hedge ratios of pure endowment in order to offset the losses from term life insurance. We also demonstrate a hedging strategy using the stochastic force of a mortality model, which is resulted from Malliavin calculus.
Abstract
Forecasting mortality rate changes in the future is important and necessary for insurance businesses. An interesting observation is that mortality rates for a few age groups have improved recently and that other mortality rate risks may exist. If the life table constructed from a mortality model, which predicts mortality rates lower than those actually experienced by the life insurance policy holders, then the company will face losses from the sales of life insurance contracts. As a hedging strategy, the insurance company may promote the sale of polices, such as annuities or pure endowments, to offset the losses from the life insurance sales. We present a method of hedging mortality rate risks for the development of endowment policies using the hedge ratios of pure endowment in order to offset the losses from term life insurance. We also demonstrate a hedging strategy using the stochastic force of a mortality model, which is resulted from Malliavin calculus.
참고문헌 (29)
- Arnold, S., "Forecasting Mortality Trends Allowing for Cause-of-Death Mortality Dependence", North American Actuarial Journal, 17(4), pp.273~282 (2013)
- Bichteler, K., "Malliavin Calculus for Processes with Jumps" (1987), Gordon and Breach Science Publishers
- Biffis, E., "Affine Processes for Dynamic Mortality and Actuarial Valuations", Insurance: Mathematics and Economics, 37, pp.443~468 (2005)
- Bowers Jr., N., "Actuarial Mathematics" (1997), Society of Actuaries
- Measuring the Impact of Mortality Risk on the Pricing of Life Insurance Products, "Chen, B.", 11th APRIA conference, ~ (2007)
- Cox, S. H., "Natural Hedging of Life and Annuity Mortality Risks", North American Actuarial Journal, 11(3), pp.1~15 (2007)
- Dahl, M., "Stochastic Mortality in Life Insurance : Market Reserves and Mortality-Linked Insurance Contracts", Insurance: Mathematics and Economics, 35, pp.113~136 (2004)
- Fournie, E., "Applications of Malliavin Calculus to Monte-Carlo Methods in Finance II", Finance and Stochastics, 5, pp.201~236 (2001)
- Fournie, E., "Applications of Malliavin Calculus to Monte Carlo Methods in Finance", Finance and Stochastics, 3, pp.391~412 (1999)
- Friedland, R. B., "Life Expectancy in the Future: A Summary of a Discussion among Experts", North American Actuarial Journal, 2(4), pp.48~63 (1998)
- Gutterman, S., "Forecasting Changes in Mortality: A Search for a Law of Causes and Effects", North American Actuarial Journal, 2(4), pp.135~138 (1998)
- 강중철, "장수리스크를 고려한 사망률 추정방법에 관한 연구", 리스크관리연구, 17(1), pp.153~178 (2006), 한국리스크관리학회
- Lee, P. J., "A General Framework for Stochastic Investigations of Mortality and Investment Risks", Presented at the Wilkiefest, Heriot-Watt University (2000)
- Lee, R. D., "Modeling and Forecasting U.S. Mortality", Journal of the American Statistical Association, 87, pp.659~675 (1992)
- Malliavin, P., "Stochastics Analysis" (1997), Springer
- Milevsky, M. A., "Mortality Derivatives and the Option to Annuitise", Insurance: Mathematics and Economics, 29, pp.299~318 (2001)
- Montambeault, M, "Mortality Projections for Social Security Programs in Canada", North American Actuarial Journal, 14(3), pp.316~337 (2010)
- Nualart, D, "Malliavin Calculus and Related Topics" (1995), Springer
- Renshaw, A. E., "Modeling the recent Time Trends in UK Permanent Health Insurance Recovery, Mortality and Claim Inception Transition Intensities", Insurance: Mathematics and Economics, 27, pp.365~396 (2000)
- Rogers, R., "Will mortality improvements continue?", National Underwriter, 106(34), pp.11~13 (2002)
- Seo, Y., "Study on Pension Mortality Improvement Model – Based on Time-Varying Function", 석사, pp.2013
- Tuljapurkar, S., "Forecasting Mortality Change : Questions and Assumptions", North American Actuarial Journal, 2(4), pp.127~134 (1998)
- Wade, A. H., "Mortality Projections for Social Security Programs in the United States", North American Actuarial Journal, 14(3), pp.299~315 (2010)
- Watts, K., "An Extreme Value Analysis of Advanced Age Mortality Data", North American Actuarial Journal, 10(4), pp.162~178 (2006)
- Woodbury, M. A., "A Random-Walk Model of Human Mortality and Aging", Theoretical Population Biology, 11, pp.37~48 (1977)
- Yang, S., "Reserving, Pricing and Hedging for Guaranteed Annuity Options", 박사, pp.2001
- Yashin, A. I., "Mortality and Aging in a Heterogeneous Population: A Stochastic Process Model with Observed and Unobserved Variables", Theoretical Population Biology, 27, pp.154~175 (1985)
- Calculation Results and Methods for the Referred Mortality Rate in Life Insurance FY2011, , the Korea Insurance Development Institute, ~ (2012)
- "Abridged Life Table" (2011)[URL]
