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Micro-level prediction of outstanding claim counts based on novel mixture models and neural networks

Predicting the number of outstanding claims (IBNR) is a central problem in actuarial loss reserving. Classical approaches like the Chain Ladder method rely on aggregating the available data in form of loss triangles, thereby wasting potentially useful additional claims information. A new approach ba...

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Detalles Bibliográficos
Autores principales: Bücher, Axel, Rosenstock, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098157/
https://www.ncbi.nlm.nih.gov/pubmed/35582301
http://dx.doi.org/10.1007/s13385-022-00314-4

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