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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
Ming-Hua Hsieh
Tsai, Jason C.
Wang, Jennifer L.
貢獻者 風管系
日期 2019-01
上傳時間 27-四月-2020 15:59:28 (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
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) Ming-Hua Hsieh
dc.creator (作者) Tsai, Jason C.
dc.creator (作者) Wang, Jennifer L.
dc.date (日期) 2019-01
dc.date.accessioned 27-四月-2020 15:59:28 (UTC+8)-
dc.date.available 27-四月-2020 15:59:28 (UTC+8)-
dc.date.issued (上傳時間) 27-四月-2020 15:59:28 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/129504-
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 2311717 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) North American Actuarial Journal
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