Astin Bulletin · 2017 · 12 citations · 16 references
Financial ProtectionHealth Care FinanceNatural HedgingRisk ManagementManagementInsurance RegulationsPublic HealthInsuranceStochastic DynamicStatisticsOptimal Investment SecurityPortfolio OptimizationLtc InsuranceHealth PolicyHealth InsuranceFinanceNatural Hedging StrategiesHealth Care CostLong-term Care Insurance
Abstract We investigate the application of natural hedging strategies for long-term care (LTC) insurers by diversifying both longevity and disability risks affecting LTC annuities. We propose two approaches to natural hedging: one built on a multivariate duration, the other on the Conditional Value-at-Risk minimization of the unexpected loss. Both the approaches are extended to the LTC insurance using a multiple state framework. In order to represent the future evolution of mortality and disability transition probabilities, we use the stochastic model of Cairns et al. (2009) with cohort effect under parameter uncertainty through a semi-parametric bootstrap procedure. We calculate the optimal level of a product mix and measure the effectiveness provided by the interaction of LTC stand alone, deferred annuity and whole-life insurance. We compare the results obtained by the two approaches and find that a natural hedging strategy for LTC insurers is attainable with a product mix of LTC and annuities, but including low proportion of LTC.
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Modeling and Forecasting U.S. Mortality
Ronald Lee, Lawrence R. Carter · Journal of the American Statistical Association · 1992 · 1.8K citations