On corrected phase-type approximations of the time value of ruin with heavy tails

被引:1
|
作者
Geiger, Daniel J. [1 ]
Adekpedjou, Akim [1 ]
机构
[1] Missouri Univ Sci & Technol, Dept Math & Stat, 400 W 12th St, Rolla, MO 65409 USA
关键词
Corrected phase-type approximations; time value of ruin; Gerber-Shiu expected discounted penalty functions; heavy-tailed claim size distributions; tail asymptotics; dependent risk models; RISK; DISTRIBUTIONS; MODELS;
D O I
10.1515/strm-2019-0009
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We approximate Gerber-Shiu functions with heavy-tailed claims in a recently introduced risk model having both interclaim times and premiums depending on the claim sizes. We apply a technique known as "corrected phase-type approximations". This results in adding a correction term to the Gerber-Shiu function with phase-type claim sizes. The correction term contains the heavy-tailed behavior at most once per convolution and captures the tail behavior of the true Gerber-Shiu function. We make the tail behavior specific in the classical case of one class of risk insured. After illustrating a use of such approximations, we study numerically the approximations' relative errors for some specific penalty functions and claims distributions.
引用
收藏
页码:57 / 75
页数:19
相关论文
共 50 条
  • [1] Approximations for the finite time ruin probabilities of the renewal phase-type model
    Avram, F
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2003, 32 (01): : 157 - 158
  • [2] Inhomogeneous phase-type distributions and heavy tails
    Albrecher, Hansjoerg
    Bladt, Mogens
    [J]. JOURNAL OF APPLIED PROBABILITY, 2019, 56 (04) : 1044 - 1064
  • [3] Corrected Phase-Type Approximations of Heavy-Tailed Queueing Models in a Markovian Environment
    Vatamidou, E.
    Adan, I. J. B. F.
    Vlasiou, M.
    Zwart, B.
    [J]. STOCHASTIC MODELS, 2014, 30 (04) : 598 - 638
  • [4] Corrected phase-type approximations of heavy-tailed risk models using perturbation analysis
    Vatamidou, E.
    Adan, I. J. B. F.
    Vlasiou, M.
    Zwart, B.
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2013, 53 (02): : 366 - 378
  • [5] The time to ruin and the number of claims until ruin for phase-type claims
    Frostig, Esther
    Pitts, Susan M.
    Politis, Konstadinos
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2012, 51 (01): : 19 - 25
  • [6] ON THE MOMENTS OF THE TIME OF RUIN WITH APPLICATIONS TO PHASE-TYPE CLAIMS
    Drekic, Steve
    Willmot, Gordon
    [J]. NORTH AMERICAN ACTUARIAL JOURNAL, 2005, 9 (02) : 17 - 30
  • [7] Phase-type approximations to finite-time ruin probabilities in the Sparre-Andersen and stationary renewal risk models
    Stanford, D. A.
    Avram, F.
    Badescu, A. L.
    Breuer, L.
    Da Silva Soares, A.
    Latouche, G.
    [J]. ASTIN BULLETIN, 2005, 35 (01): : 131 - 144
  • [8] On the accuracy of phase-type approximations of heavy-tailed risk models
    Vatamidou, E.
    Adan, I. J. B. F.
    Vlasiou, M.
    Zwart, B.
    [J]. SCANDINAVIAN ACTUARIAL JOURNAL, 2014, 2014 (06) : 510 - 534
  • [9] ON THE PHASE-TYPE APPROXIMATIONS OF GENERAL DISTRIBUTIONS
    ALTIOK, T
    [J]. IIE TRANSACTIONS, 1985, 17 (02) : 110 - 116
  • [10] On the distribution of the deficit at ruin when claims are phase-type
    Drekic, D
    Stanford, W
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2003, 32 (01): : 158 - 158