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Individual loss reserving for multi-coverage insurance

MARC record
Tag12Value
LDR  00000cab a2200000 4500
001  MAP20260013329
003  MAP
005  20260603180826.0
008  260427e20260420bel|||p |0|||b|eng d
040  ‎$a‎MAP‎$b‎spa‎$d‎MAP
084  ‎$a‎11
100  ‎$0‎MAPA20260007991‎$a‎Turcotte, Roxane
24510‎$a‎Individual loss reserving for multi-coverage insurance‎$c‎Roxane Turcotte and Peng Shi
520  ‎$a‎The article presents a micro-level actuarial model for estimating loss reserves in insurance policies with multiple coverages. Using a multivariate regression approach based on Gaussian copulas, the model jointly analyzes claim settlement time and ultimate losses by coverage type, explicitly capturing the dependence between them. The study proposes a stage-wise estimation procedure that improves computational efficiency in the presence of censored and unbalanced data. The model is validated through simulation studies and applied to a large portfolio of automobile insurance claims in Canada. The results show significant improvements in the dynamic prediction of loss reserves and in the quantification of uncertainty compared with independent methods
650 4‎$0‎MAPA20080556495‎$a‎Siniestros
650 4‎$0‎MAPA20080629618‎$a‎Reservas técnicas para siniestros
650 4‎$0‎MAPA20080592011‎$a‎Modelos actuariales
650 4‎$0‎MAPA20080603779‎$a‎Seguro de automóviles
650 4‎$0‎MAPA20080579258‎$a‎Cálculo actuarial
7001 ‎$0‎MAPA20100048726‎$a‎Shi, Peng
7102 ‎$0‎MAPA20100017661‎$a‎International Actuarial Association
7730 ‎$w‎MAP20077000420‎$g‎20/04/2026 Volumen 56 Número 2 - abril 2026 , 22 p.‎$x‎0515-0361‎$t‎Astin bulletin‎$d‎Belgium : ASTIN and AFIR Sections of the International Actuarial Association