Extensions of Panjer's recursion for mixed compound distributions
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arXiv
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| Auteurs principaux: | , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866914848801030144 |
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| author | Tzaninis, Spyridon M. Bozikas, Apostolos |
| author_facet | Tzaninis, Spyridon M. Bozikas, Apostolos |
| contents | In actuarial practice, the usual independence assumptions for the collective risk model are often violated, implying a growing need for considering more general models that incorporate dependence. To this purpose, the present paper studies the mixed counterpart of the classical Panjer family of claim number distributions and their compound version, by allowing the parameters of the distributions to be viewed as random variables. Under the assumptions that the claim size process is conditionally i.i.d. and (conditionally) mutually independent of the claim counts, we provide a recursive algorithm for the computation of the probability mass function of the aggregate claim sizes. The case of a compound Panjer distribution with exchangeable claim sizes is also studied. For the sake of completeness, our results are illustrated by various numerical examples. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_17726 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Extensions of Panjer's recursion for mixed compound distributions Tzaninis, Spyridon M. Bozikas, Apostolos Probability Primary 91G05, secondary 60E05, 28A50 In actuarial practice, the usual independence assumptions for the collective risk model are often violated, implying a growing need for considering more general models that incorporate dependence. To this purpose, the present paper studies the mixed counterpart of the classical Panjer family of claim number distributions and their compound version, by allowing the parameters of the distributions to be viewed as random variables. Under the assumptions that the claim size process is conditionally i.i.d. and (conditionally) mutually independent of the claim counts, we provide a recursive algorithm for the computation of the probability mass function of the aggregate claim sizes. The case of a compound Panjer distribution with exchangeable claim sizes is also studied. For the sake of completeness, our results are illustrated by various numerical examples. |
| title | Extensions of Panjer's recursion for mixed compound distributions |
| topic | Probability Primary 91G05, secondary 60E05, 28A50 |
| url | https://arxiv.org/abs/2406.17726 |