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題名 Mortality Risk Management Under the Factor Copula Framework—With Applications to Insurance Policy Pools
作者 謝明華
Hsieh, ing-hua
Tsai, Chenghsien Jason
Wang, Jennifer
貢獻者 風管系
日期 2021
上傳時間 25-六月-2021 09:48:44 (UTC+8)
摘要 Mortality risk is one of the core risks that life insurers undertake. The uncertain future lifetime of each insured represents one risk factor, and the dependence structure among these risk factors determines the aggregate risk of an insurance policy pool. We propose using factor copulas to describe the dependence structure among the future lifetimes of numerous insureds. This differs from Chen, MacMinn, and Sun (2015) in that their focus is on pricing the securities linked to several mortality indexes. To mitigate the systematic mortality risk associated with an insurance pool, the insurer may purchase an asset exposed to similar systematic risk. We thus set up a two-factor copula framework and solve for the optimal investment amount in the asset. In numerical illustrations, we employ real-case data from a life insurer and a life settlement market maker involving hundreds of policies.
關聯 North American Actuarial Journal, Vol.25, No.1, pp.119~131
資料類型 article
DOI https://doi.org/10.1080/10920277.2019.1653201
dc.contributor 風管系
dc.creator (作者) 謝明華
dc.creator (作者) Hsieh, ing-hua
dc.creator (作者) Tsai, Chenghsien Jason
dc.creator (作者) Wang, Jennifer
dc.date (日期) 2021
dc.date.accessioned 25-六月-2021 09:48:44 (UTC+8)-
dc.date.available 25-六月-2021 09:48:44 (UTC+8)-
dc.date.issued (上傳時間) 25-六月-2021 09:48:44 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/135869-
dc.description.abstract (摘要) Mortality risk is one of the core risks that life insurers undertake. The uncertain future lifetime of each insured represents one risk factor, and the dependence structure among these risk factors determines the aggregate risk of an insurance policy pool. We propose using factor copulas to describe the dependence structure among the future lifetimes of numerous insureds. This differs from Chen, MacMinn, and Sun (2015) in that their focus is on pricing the securities linked to several mortality indexes. To mitigate the systematic mortality risk associated with an insurance pool, the insurer may purchase an asset exposed to similar systematic risk. We thus set up a two-factor copula framework and solve for the optimal investment amount in the asset. In numerical illustrations, we employ real-case data from a life insurer and a life settlement market maker involving hundreds of policies.
dc.format.extent 381979 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) North American Actuarial Journal, Vol.25, No.1, pp.119~131
dc.title (題名) Mortality Risk Management Under the Factor Copula Framework—With Applications to Insurance Policy Pools
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1080/10920277.2019.1653201
dc.doi.uri (DOI) https://doi.org/10.1080/10920277.2019.1653201