A multistate approach to disability insurance reserving with information delays
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arXiv
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| Format: | Preprint |
| Publié: |
2023
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| _version_ | 1866929682617729024 |
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| author | Sandqvist, Oliver Lunding |
| author_facet | Sandqvist, Oliver Lunding |
| contents | Disability insurance claims are often affected by lengthy reporting delays and adjudication processes. The classic multistate life insurance modeling framework is ill-suited to handle such information delays since the cash flow and available information can no longer be based on the biometric multistate process determining the contractual payments. We propose a new individual reserving model for disability insurance schemes which describes the claim evolution in real-time. Under suitable independence assumptions between the available information and the underlying biometric multistate process, we show that these new reserves may be calculated as natural modifications of the classic reserves. We propose suitable parametric estimators for the model constituents and a real data application shows the practical relevance of our concepts and results. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2312_14324 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | A multistate approach to disability insurance reserving with information delays Sandqvist, Oliver Lunding Applications Probability Risk Management Disability insurance claims are often affected by lengthy reporting delays and adjudication processes. The classic multistate life insurance modeling framework is ill-suited to handle such information delays since the cash flow and available information can no longer be based on the biometric multistate process determining the contractual payments. We propose a new individual reserving model for disability insurance schemes which describes the claim evolution in real-time. Under suitable independence assumptions between the available information and the underlying biometric multistate process, we show that these new reserves may be calculated as natural modifications of the classic reserves. We propose suitable parametric estimators for the model constituents and a real data application shows the practical relevance of our concepts and results. |
| title | A multistate approach to disability insurance reserving with information delays |
| topic | Applications Probability Risk Management |
| url | https://arxiv.org/abs/2312.14324 |