Hedging of longevity/mortality risks and statistical approaches to modelling mortality rates
Hedging of longevity/mortality risks and statistical approaches to modelling mortality rates
批准号:
RGPIN-2019-06782
负责人:
Tsai, CaryChiLiang
金额:
$1.31万
依托单位:
依托单位国家:
加拿大
项目类别:
Discovery Grants Program - Individual
财政年份:
2022
资助国家:
加拿大
项目状态:
已结题
起止时间:
2022-01-01 至 2023-12-31
中文摘要
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英文摘要
Over past decades, mortality rates have displayed dramatic improvement. Because life annuity contracts and pension plans often last for decades, the trend in most developed countries toward a gradual increase in life expectancy means that annuity providers, retirement programs, and pension/long-term care systems face significant risk from this increased longevity. On the other hand, life insurers face risk from increased mortality due to a sudden rise in mortality from catastrophes. As a result of mortality uncertainty, life insurance and annuity providers need to hedge mortality and longevity risks by adopting some strategies and/or buying mortality-linked securities. Moreover, building effective mortality models to provide accurate mortality rates for better pricing of life insurance, annuity products, pension/social security plans, and mortality-linked securities is a matter of great urgency. The proposed research program pertains to hedging longevity and mortality risks, and statistical approaches to modeling mortality rates. The development of statistical approaches to risk assessment is the core of my research program. In particular, I will: I) Apply simple regression statistics to study a) mortality-interest immunization via natural hedge, and modeling of b) population basis risk and dependence, c) longevity/mortality swaps, and d) cohort mortality rates; and II) Systematically apply statistical approaches to modeling mortality rates for a single population and multiple populations. Mortality-interest immunization via natural hedge (a strategy of hedging two risks affected oppositely by a change in some factor) by combining mortality and interest immunizations is an innovative approach. This feasible method will help life insurers and annuity providers hedge not only mortality/longevity risks, but also interest risk. In addition, due to its simplicity, the simple linear regression approach has more potential applications in mortality topics. And, using the estimates of parameters of the simple regression will provide financial institutions with an effective and easy way of modeling the population basis risk, the dependence, and the longevity/mortality swaps. Furthermore, I will systematically apply statistical approaches to modeling mortality rates for a single population and multiple populations. The statistical methods include Bayesian probability theory, least absolute shrinkage and selection operator, ridge regression, James-Stein estimator, copula, time series, principal component analysis, functional data analysis, and others. Most of these statistical approaches to modeling mortality rates have not been investigated previously in the actuarial literature. The proposed research aims to apply this novel approach to the study of mortality models and thus, has the potential to make significant contributions to the study of these models and management of mortality and longevity risks.
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Hedging of longevity/mortality risks and statistical approaches to modelling mortality rates
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批准号:RGPIN-2019-06782
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.31万
-
财政年份:2021
-
负责人:Tsai, CaryChiLiang
-
依托单位:
Hedging of longevity/mortality risks and statistical approaches to modelling mortality rates
-
批准号:RGPIN-2019-06782
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.31万
-
财政年份:2020
-
负责人:Tsai, CaryChiLiang
-
依托单位:
Hedging of longevity/mortality risks and statistical approaches to modelling mortality rates
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批准号:RGPIN-2019-06782
-
项目类别:Discovery Grants Program - Individual
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资助金额:$1.31万
-
财政年份:2019
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负责人:Tsai, CaryChiLiang
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依托单位:
Modeling of mortality rates, hedging of longevity and mortality risks, and pricing of mortality-linked securities
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批准号:RGPIN-2014-06168
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项目类别:Discovery Grants Program - Individual
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资助金额:$0.8万
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财政年份:2018
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负责人:Tsai, CaryChiLiang
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依托单位:
Modeling of mortality rates, hedging of longevity and mortality risks, and pricing of mortality-linked securities
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批准号:RGPIN-2014-06168
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项目类别:Discovery Grants Program - Individual
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资助金额:$0.8万
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财政年份:2017
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负责人:Tsai, CaryChiLiang
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依托单位:
Modeling of mortality rates, hedging of longevity and mortality risks, and pricing of mortality-linked securities
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批准号:RGPIN-2014-06168
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项目类别:Discovery Grants Program - Individual
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资助金额:$0.8万
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财政年份:2016
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负责人:Tsai, CaryChiLiang
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依托单位:
Modeling of mortality rates, hedging of longevity and mortality risks, and pricing of mortality-linked securities
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批准号:RGPIN-2014-06168
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项目类别:Discovery Grants Program - Individual
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资助金额:$0.8万
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财政年份:2015
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负责人:Tsai, CaryChiLiang
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依托单位:
海外基金