Copula-Based Risk Aggregation and the Significance of Reinsurance
Insurance companies need to calculate solvency capital requirements in order to ensure that they can meet their future obligations to policyholders and beneficiaries. The solvency capital requirement is a risk management tool essential for addressing extreme catastrophic events that result in a high...
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| Language: | en |
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Mdpi
2025
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| Online Access: | http://eprints.uthm.edu.my/12729/1/J19717_4cd9f21a1f1fed99d88bd00bf076fea1.pdf http://eprints.uthm.edu.my/12729/ https://doi.org/10.3390/risks13030044 |
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| author | Dias, Alexandra Ismail, Isaudin Zhang, Aihua |
| author_facet | Dias, Alexandra Ismail, Isaudin Zhang, Aihua |
| author_sort | Dias, Alexandra |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Insurance companies need to calculate solvency capital requirements in order to ensure that they can meet their future obligations to policyholders and beneficiaries. The solvency capital requirement is a risk management tool essential for addressing extreme catastrophic events that result in a high number of possibly interdependent claims. This paper studies the problem of aggregating the risks coming from several insurance business lines and analyses the effect of reinsurance on the level of risk. Our starting point is to
use a hierarchical risk aggregation method which was initially based on two-dimensional elliptical copulas. We then propose the use of copulas from the Archimedean family and a mixture of different copulas. Our results show that a mixture of copulas can provide a better fit to the data than an individual copula and consequently avoid over- or underestimation of the capital requirement of an insurance company. We also investigate the significance of reinsurance in reducing the insurance company’s business risk and its effect on diversification. The results show that reinsurance does not always reduce the level of risk, but can also reduce the effect of diversification for insurance companies with multiple business lines. |
| format | Article |
| id | my.uthm.eprints-12729 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2025 |
| publisher | Mdpi |
| record_format | eprints |
| spelling | my.uthm.eprints-127292025-06-26T00:09:58Z http://eprints.uthm.edu.my/12729/ Copula-Based Risk Aggregation and the Significance of Reinsurance Dias, Alexandra Ismail, Isaudin Zhang, Aihua HG Finance Insurance companies need to calculate solvency capital requirements in order to ensure that they can meet their future obligations to policyholders and beneficiaries. The solvency capital requirement is a risk management tool essential for addressing extreme catastrophic events that result in a high number of possibly interdependent claims. This paper studies the problem of aggregating the risks coming from several insurance business lines and analyses the effect of reinsurance on the level of risk. Our starting point is to use a hierarchical risk aggregation method which was initially based on two-dimensional elliptical copulas. We then propose the use of copulas from the Archimedean family and a mixture of different copulas. Our results show that a mixture of copulas can provide a better fit to the data than an individual copula and consequently avoid over- or underestimation of the capital requirement of an insurance company. We also investigate the significance of reinsurance in reducing the insurance company’s business risk and its effect on diversification. The results show that reinsurance does not always reduce the level of risk, but can also reduce the effect of diversification for insurance companies with multiple business lines. Mdpi 2025 Article PeerReviewed text en http://eprints.uthm.edu.my/12729/1/J19717_4cd9f21a1f1fed99d88bd00bf076fea1.pdf Dias, Alexandra and Ismail, Isaudin and Zhang, Aihua (2025) Copula-Based Risk Aggregation and the Significance of Reinsurance. Risks, 13 (44). pp. 1-23. https://doi.org/10.3390/risks13030044 |
| spellingShingle | HG Finance Dias, Alexandra Ismail, Isaudin Zhang, Aihua Copula-Based Risk Aggregation and the Significance of Reinsurance |
| title | Copula-Based Risk Aggregation and the Significance of Reinsurance |
| title_full | Copula-Based Risk Aggregation and the Significance of Reinsurance |
| title_fullStr | Copula-Based Risk Aggregation and the Significance of Reinsurance |
| title_full_unstemmed | Copula-Based Risk Aggregation and the Significance of Reinsurance |
| title_short | Copula-Based Risk Aggregation and the Significance of Reinsurance |
| title_sort | copula-based risk aggregation and the significance of reinsurance |
| topic | HG Finance |
| url | http://eprints.uthm.edu.my/12729/1/J19717_4cd9f21a1f1fed99d88bd00bf076fea1.pdf http://eprints.uthm.edu.my/12729/ https://doi.org/10.3390/risks13030044 |
| url_provider | http://eprints.uthm.edu.my/ |