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Teori Kebolehpercayaan×Teori Nilai Extrem (EVT)×
BidangSains AktuariKewangan
KeluargaRegression modelRegression model
Tahun asal19672001
PengasasHans BühlmannColes (textbook treatment); McNeil, Frey & Embrechts
JenisWeighted linear blend of individual and collective experienceTail / extreme-event model
Sumber perintisBühlmann, H. (1967). Experience rating and credibility. ASTIN Bulletin, 4(3), 199–207. DOI ↗Coles, S. (2001). An Introduction to Statistical Modeling of Extreme Values. Springer. ISBN: 978-1852334598
AliasBühlmann Credibility, Experience Rating, Linear Credibility Estimator, Güvenilirlik TeorisiEVT, generalized extreme value, generalized Pareto distribution, peaks over threshold
Berkaitan35
RingkasanCredibility Theory is an actuarial framework for estimating the pure premium of an individual risk by blending its own observed loss experience with the collective (portfolio) mean. Introduced by Hans Bühlmann in 1967, the method derives the optimal linear combination—the credibility-weighted premium—that minimises mean squared error. It extends classical experience rating to a rigorous statistical footing rooted in Bayesian and linear estimation principles.Extreme Value Theory is a statistical framework for modelling the rare events that live in the tail of a probability distribution. As developed in Coles (2001) and applied to risk by McNeil, Frey & Embrechts (2005), it offers two standard routes: the Generalized Extreme Value (GEV) distribution for block maxima and the Generalized Pareto Distribution (GPD), used in the peaks-over-threshold approach, for exceedances above a high threshold.
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ScholarGateBandingkan kaedah: Credibility Theory · Extreme Value Theory. Dicapai 2026-06-20 daripada https://scholargate.app/ms/compare