Modeling loss data using composite models

Insurance: Mathematics and Economics - Tập 61 - Trang 146-154 - 2015
Shaiful Anuar Abu Bakar1, Nor Aishah Hamzah1, Mastoureh Maghsoudi1, Saralees Nadarajah2
1Institute of Mathematical Sciences, University of Malaya, 50603 Kuala Lumpur, Malaysia
2School of Mathematics,#N#University of Manchester,#N#Manchester M13 9PL, UK

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Tài liệu tham khảo

Akaike, 1974, A new look at the statistical model identification, IEEE Trans. Automat. Control, 19, 716, 10.1109/TAC.1974.1100705

Bernardi, 2012, Skew mixture models for loss distributions: a Bayesian approach, Insurance Math. Econom., 51, 617, 10.1016/j.insmatheco.2012.08.002

Cooray, 2005, Modeling actuarial data with a composite lognormal-pareto model, Scand. Actuar. J., 2005, 321, 10.1080/03461230510009763

Dutang, 2008, actuar: an r package for actuarial science, J. Stat. Softw., 25, 38

Eling, 2012, Fitting insurance claims to skewed distributions: are the skew-normal and skew-student good models?, Insurance Math. Econom., 51, 239, 10.1016/j.insmatheco.2012.04.001

Frees, 1998, Understanding relationships using copulas, N. Am. Actuar. J., 2, 1, 10.1080/10920277.1998.10595667

Kass, 1995, Bayes factors, J. Amer. Statist. Assoc., 90, 773, 10.1080/01621459.1995.10476572

Klugman, 2012

Klugman, 1999, Fitting bivariate loss distributions with copulas, Insurance Math. Econom., 24, 139, 10.1016/S0167-6687(98)00039-0

McNeil, 1997, Estimating the tails of loss severity distributions using extreme value theory, Astin Bull., 27, 117, 10.2143/AST.27.1.563210

Nadarajah, 2014, New composite models for the danish fire insurance data, Scand. Actuar. J., 2014, 180, 10.1080/03461238.2012.695748

2012

Resnick, 2007

Schwarz, 1978, Estimating the dimension of a model, Ann. Statist., 6, 461, 10.1214/aos/1176344136

Scollnik, 2007, On composite lognormal-pareto models, Scand. Actuar. J., 2007, 20, 10.1080/03461230601110447

Scollnik, 2012, Modeling with weibull-pareto models, N. Am. Actuar. J., 16, 260, 10.1080/10920277.2012.10590640