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| DOI | 10.3390/STATS8010008 | ||||
| Año | 2025 | ||||
| Tipo | artículo de investigación |
Citas Totales
Autores Afiliación Chile
Instituciones Chile
% Participación
Internacional
Autores
Afiliación Extranjera
Instituciones
Extranjeras
In this paper, we propose a weighted Lindley (NWLi) model for the analysis of extreme historical insurance claims. It extends the classical Lindley distribution by incorporating a weight parameter, enabling more flexibility in modeling insurance claim severity. We provide a comprehensive theoretical overview of the new model and explore two practical applications. First, we investigate the mean-of-order P (MOOP(P)) approach for quantifying the expected claim severity based on the NWLi model. Second, we implement a peaks over a random threshold (PORT) analysis using the value-at-risk metric to assess extreme claim occurrences under the new model. Further, we provide a simulation study to evaluate the accuracy of the estimators under various methods. The proposed model and its applications provide a versatile tool for actuaries and risk analysts to analyze and predict extreme insurance claim severity, offering insights into risk management and decision-making within the insurance industry.
| Ord. | Autor | Género | Institución - País |
|---|---|---|---|
| 1 | Alizadeh, Morad | - |
Persian Gulf Univ - Iran
|
| 2 | Afshari, Mahmoud | - |
Persian Gulf Univ - Iran
|
| 3 | Cordeiro, Gauss M. | - |
Univ Fed Pernambuco - Brasil
Universidade Federal de Pernambuco - Brasil |
| 4 | Ramaki, Ziaurrahman | - |
Persian Gulf Univ - Iran
|
| 5 | Contreras-Reyes, Javier E. | - |
Univ Amer - Chile
Universidad de Las Américas Chile - Chile |
| 6 | Dirnik, Fatemeh | - |
Persian Gulf Univ - Iran
|
| 7 | Yousof, Haitham M. | - |
Benha Univ - Egipto
Faculty of Commerce - Egipto |