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Original Articles

The product distribution of dependent random variables with applications to a discrete-time risk model

, &
Pages 3325-3340 | Received 24 Apr 2017, Accepted 02 May 2018, Published online: 12 Mar 2019

References

  • Asimit, A. V., and A. L. Badescu. 2010. Extremes on the discounted aggregate claims in a time dependent risk model. Scandinavian Actuarial Journal 2010 (2):93–104. doi: 10.1080/03461230802700897.
  • Asimit, A. V., and B. L. Jones. 2008. Dependence and the asymptotic behavior of large claims reinsurance. Insurance: Mathematics and Economics 43 (3):407–11. doi: 10.1016/j.insmatheco.2008.08.007.
  • Bai, X., and L. Song. 2012. Asymptotic behavior of random time ruin probability under heavy-tailed claim sizes and dependence structure. Communications in Statistics: Theory Methods 41 (10):1721–32. doi: 10.1080/03610926.2010.549992.
  • Chen, Y. 2011. The finite-time ruin probability with dependent insurance and financial risks. Journal of Applied Probability 48:1035–48. doi: 10.1239/jap/1324046017.
  • Chen, Y. 2017. Interplay of subexponential and dependent insurance and financial risks. Insurance: Mathematics and Economics 77:78–83. doi: 10.1016/j.insmatheco.2017.08.012.
  • Chen, Y., J. Liu, and F. Liu. 2015. Ruin with insurance and financial risks following the least risky FGM dependence structure. Insurance: Mathematics and Economics 62:98–106. doi: 10.1016/j.insmatheco.2015.03.007.
  • Chen, Y., and Y. Yang. 2014. Ruin probabilities with insurance and financial risks having an FGM dependence structure. Science China Mathematics 57:1071–82. doi: 10.1007/s11425-014-4775-5.
  • Chen, Y., and K. C. Yuen. 2012. Precise large deviations of aggregate claims in a size-dependent renewal risk model. Insurance: Mathematics and Economics 51 (2):457–61. doi: 10.1016/j.insmatheco.2012.06.010.
  • Chen, Y., and Z. Yuan. 2017. A revisit to ruin probabilities in the presence of heavy-tailed insurance and financial risks. Insurance: Mathematics and Economics 73:75–81. doi: 10.1016/j.insmatheco.2017.01.005.
  • Cline, D. B. H. 1986. Convolution tails, product tails and domains of attraction. Probability Theory and Related Fields 72 (4):529–57. doi: 10.1007/BF00344720.
  • Cline, D. B. H., and G. Samorodnitsky. 1994. Subexponential of the product of independent random variables. Stochastic Processes and Their Application 49 (1):75–98. doi: 10.1016/0304-4149(94)90113-9.
  • Embrechts, P., and C. M. Goldie. 1982. On convolution tails. Stochastic Processes and Their Application 13:263–78. doi: 10.1016/0304-4149(82)90013-8.
  • Foss, S., D. Korshunov, and S. Zachary. 2013. An introduction to heavy-tailed and subexponential distributions. 2nd ed. New York: Springer.
  • Jiang, J., and Q. Tang. 2011. The product of two dependent random variables with regularly varying or rapidly varying tails. Statistics and Probability Letters 81 (8):957–61. doi: 10.1016/j.spl.2011.01.015.
  • Kotz, S., N. Balakrishnan, and N. L. Johnson. 2000. Continuous multivariate distributions, vol. 1: Models and applications. New York: Wiley.
  • Lee, M. T. 1996. Properties and applications of the Sarmanov family of bivariate distributions. Communication In Statistics: Theory Methods 25:1207–22.
  • Li, J. 2012. Asymptotics in a time-dependent renewal risk model with stochastic return. Journal of Mathematical Analysis and Applications 387 (2):1009–23. doi: 10.1016/j.jmaa.2011.10.012.
  • Li, J. 2013. On pairwise quasi-asymptotically independent random variables and their applications. Statistics and Probability Letters 83 (9):2081–87. doi: 10.1016/j.spl.2013.05.023.
  • Pakes, A. G. 2004. Convolution equivalence and infinite divisibility. Journal of Applied Probalility 41:407–24. doi: 10.1239/jap/1082999075.
  • Qu, Z., and Y. Chen. 2013. Approximations of the tail probability of the product of dependent extremal random variables and applications. Insurance: Mathematics and Economics 53 (1):169–78. doi: 10.1016/j.insmatheco.2013.04.010.
  • Su, C., and Y. Chen. 2006. On the behavior of the product of independent random variables. Science China Series A 49 (3):342–59. doi: 10.1007/s11425-006-0342-z.
  • Sun, Y., and L. Wei. 2014. The finite-time ruin probability with heavy-tailed and dependent insurance and financial risks. Insurance: Mathematics and Economics 59:178–83. doi: 10.1016/j.insmatheco.2014.09.010.
  • Ranjbar, V., M. Amini, J. Geluk, and A. Bozorgnia. 2013. Asymptotic behavior of product of two heavy-tailed dependent random variables. Acta Mathematica Sinica (English Series) 29 (2):355–64. doi: 10.1007/s10114-012-0680-4.
  • Tang, Q. 2006a. On convolution equivalence with applications. Bernoulli 12 (3):535–49. doi: 10.3150/bj/1151525135.
  • Tang, Q. 2006b. The subexponentiality of products revisited. Extremes 9 (3–4):231–41. doi: 10.1007/s10687-006-0029-4.
  • Tang, Q. 2008. From light tails to heavy tails through multiplier. Extremes 11:379–91. doi: 10.1007/s10687-008-0063-5.
  • Tang, Q., and G. Tsitsiashvili. 2003. Precise estimates for the ruin probability in finite horizon in a discretetime model with heavy-tailed insurance and financial risks. Stochastic Processes and Their Application 108 (2):299–325. doi: 10.1016/j.spa.2003.07.001.
  • Tang, Q., and G. Tsitsiashvili. 2004. Finite and infinite time ruin probabilities in the presence of stochastic returns on investments. Advances in Applied Probability 36 (4):1278–99. doi: 10.1239/aap/1103662967.
  • Weng, C., Y. Zhang, and K. S. Tan. 2009. Ruin probabilities in a discrete time risk model with dependent risks of heavy tail. Scandinavian Actuarial Journal 2009 (3):205–18. doi: 10.1080/03461230802312487.
  • Xu, H., F. Cheng, Y. Wang, and D. Cheng. 2018. A necessary and sufficient condition for the subexponentiality of the product convolution. Advances in Applied Probability 50 (1):57–73. doi: 10.1017/apr.2018.4.
  • Yang, H., W. Gao, and J. Li. 2016. Asymptotic ruin probabilities for a discrete-time risk model with dependent insurance and financial risks, Scandinavian Actuarial Journal 2016 (1):1–17. doi: 10.1080/03461238.2014.884017.
  • Yang, H. and S. Sun. 2013. Subexponentiality of the product of dependent random variables. Statistics and Probability Letters 83 (9):2039–44. doi: 10.1016/j.spl.2013.05.017.
  • Yang, Y., and D. Konstantinides. 2015. Asymptotics for ruin probabilities in a discrete-time risk model with dependent financial and insurance risks, Scandinavian Actuarial Journal 2015 (8):641–59. doi: 10.1080/03461238.2013.878853.
  • Yang, Y., R. Leipus, and J. Siaulys. 2012. Tail probability of randomly weighted sums of subexponential random variables under a dependence structure. Statistics and Probability Letters 82 (9):1727–36. doi: 10.1016/j.spl.2012.05.016.
  • Yang, Y., and Y. Wang. 2013. Tail behavior of the product of two dependent random variables with applications to risk theory. Extremes 16:55–74. doi: 10.1007/s10687-012-0153-2.

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