Abstract
We consider a nonstandard risk model with constant interest rate. For the case where the claim sizes follow a common heavy-tailed distribution and fulfill a dependence structure proposed by Geluk and Tang [J. Geluk and Q. Tang, Asymptotic tail probabilities of sums of dependent subexponential random variables, J. Theor. Probab., 22:871–882, 2009] while the interarrival times fulfill the so-called widely lower orthant dependence, we establish a weakly asymptotically equivalent formula for the infinite-time ruin probability. In particular, when the dependence structure for claim sizes is strengthened to the widely upper orthant dependence, this result implies a uniformly asymptotically equivalent formula for the finite-time and infinite-time ruin probabilities.
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K. Alam and K.M.L. Saxena, Positive dependence in multivariate distributions, Commun. Stat. Theory Methods, 10:1183–1196, 1981.
N.H. Bingham, C.M. Goldie, and J.L. Teugels, Regular Variation, Cambridge Univ. Press, Cambridge, 1987.
H.W. Block, T.H. Savits, and M. Shaked, Some concepts of negative dependence, Ann. Probab., 10:765–772, 1982.
Y. Chen, A. Chen, and K.W. Ng, The strong law of large numbers for extended negatively dependent random variables, J. Appl. Probab., 47:908–922, 2010.
Y. Chen and K.W. Ng, The ruin probability of the renewal model with constant interest force and negatively dependent heavy-tailed claims, Insur. Math. Econ., 40:415–423, 2007.
Y. Chen and K.C. Yuen, Sums of pairwise quasi-asymptotically independent random variables with consistent variation, Stoch. Models, 25:76–89, 2009.
Y. Chen, K.C. Yuen, and K.W. Ng, Precise large deviations of random sums in presence of negative dependence and consistent variation, Methodol. Comput. Appl. Probab., 13:821–833, 2011.
Y. Chen, W. Zhang, and J. Liu, Asymptotic tail probability of randomly weighted sum of dependent heavy-tailed random variables, Asia-Pac. J. Risk Insur., 4(2):Article 4, 2010.
D.B.H. Cline and G. Samorodnitsky, Subexponentiality of the product of independent random variables, Stoch. Process. Appl., 49:75–98, 1994.
N. Ebrahimi and M. Ghosh, Multivariate negative dependence, Commun. Stat., Theory Methods, 10(4):307–337, 1981.
P. Embrechts and E. Omey, A property of long-tailed distribution, J. Appl. Probab., 21:80–87, 1984.
J. Geluk and Q. Tang, Asymptotic tail probabilities of sums of dependent subexponential random variables, J. Theor. Probab., 22:871–882, 2009.
X. Hao and Q. Tang, A uniform asymptotic estimate for discounted aggregate claims with subexponential tails, Insur. Math. Econ., 43:116–120, 2008.
K. Joag-Dev and F. Proschan, Negative association of random variables with application, Ann. Stat., 11:286–295, 1983.
H. Joe, Multivariate Models and Dependence Concepts, Chapman and Hall, London, 1997.
V. Kalashnikov and D. Konstantinides, Ruin under interest force and subexponential claims: A simple treatment, Insur. Math. Econ., 27:145–149, 2000.
C. Klüppelberg and U. Stadtmüller, Ruin probabilities in the presence of heavy-tails and interest rates, Scand. Actuar. J., 1:49–58, 1998.
D. Konstantinides, Q. Tang, and G. Tsitsiashvili, Estimates for the ruin probability in the classical risk model with constant interest force in the presence of heavy tails, Insur. Math. Econ., 31:447–460, 2002.
E.L. Lehmann, Some concepts of dependence, Ann. Math. Stat., 37:1137–1153, 1966.
J. Li, K. Wang, and Y. Wang, Finite-time ruin probability with NQD dominated varying-tailed claims and NLOD inter-arrival times, J. Syst. Sci. Complex., 22:407–414, 2009.
L. Liu, Precise large deviations for dependent random variables with heavy tails, Stat. Probab. Lett., 79:1290–1298, 2009.
Q. Tang, Asymptotic ruin probabilities of the renewal model with constant interest force and regular variation, Scand. Actuar. J., 1:1–5, 2005.
Q. Tang, The finite-time ruin probability of the compound Poisson model with constant interest force, J. Appl. Probab., 42:608–619, 2005.
Q. Tang, Heavy tails of discounted aggregate claims in the continuous-time renewal model, J. Appl. Probab., 44:285–294, 2007.
Q. Tang and G. Tsitsiashvili, Precise estimates for the ruin probability in finite horizon in a discrete-time model with heavy-tailed insurance and financial risks, Stoch. Process. Appl., 108:299–325, 2003.
D. Wang, Finite-time ruin probability with heavy-tailed claims and constant interest rate, Stoch. Models, 24:41–57, 2008.
K. Wang, Y. Wang, and Q. Gao, Uniform asymptotics for the finite-time ruin probability of a dependent risk model with a constant interest rate, Methodol. Comput. Appl. Probab., 2011, doi:10.1007/s11009-011-9226-y.
Y. Yang and Y. Wang, Asymptotics for ruin probability of some negatively dependent risk models with a constant interest rate and dominatedly-varying-tailed claims, Stat. Probab. Lett., 80:143–154, 2010.
L. Yi, Y. Chen, and C. Su, Approximation of the tail probability of randomly weighted sums of dependent random variables with dominated variation, J. Math. Anal. Appl., 376:365–372, 2011.
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This work was supported by the National Natural Science Foundation of China (No. 11001052), China Postdoctoral Science Foundation (No. 20100471365), Natural Science Foundation of Jiangsu Province of China (No. BK2010480), Postdoctoral Research Program of Jiangsu Province of China (No. 0901029 C), Jiangsu Government Scholarship for Overseas Studies, Qing Lan Project.
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Yang, Y., Wang, K. Uniform asymptotics for the finite-time and infinite-time ruin probabilities in a dependent risk model with constant interest rate and heavy-tailed claims. Lith Math J 52, 111–121 (2012). https://doi.org/10.1007/s10986-012-9159-3
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DOI: https://doi.org/10.1007/s10986-012-9159-3