Abstract
The paper gives estimates for the finite-time ruin probability with insurance and financial risks. When the distribution of the insurance risk belongs to the class L(γ) for some γ > 0 or the subexponential distribution class, we abtain some asymptotic equivalent relationships for the finite-time ruin probability, respectively. When the distribution of the insurance risk belongs to the dominated varying-tailed distribution class, we obtain asymptotic upper bound and lower bound for the finite-time ruin probability, where for the asymptotic upper bound, we completely get rid of the restriction of mutual independence on insurance risks, and for the lower bound, we only need the insurance risks to have a weak positive association structure. The obtained results extend and improve some existing results.
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Bingham, N. H., Goldie, C.M. Teugels, J.L. Regular Variation. Cambridge University Press, Cambridge, 1987
Chen, Y., Xie, X. The finite time ruin probability with the same heavy-tailed insurance and financial risks. Acta Mathematicae Applicatae Sinica, English Series, 21: 153–156 (2005)
Cheng, D., Ni, F., Pakes, A.G., Wang, Y. Some properties of the exponential distribution class with applications to risk theory. Journal of the Korean Statistical Society, doi:10.1016/j.jkss.2012.03.002 (2012)
Chistyakov, V. P. A theorem on sums of independent positive random variables and its applications to branching processes. Theory Probab. Appl., 9: 640–648 (1964)
Chover, J., Ney, P., Wainger, S. Functions of probability measures. J. Analyse Math., 26: 255–302 (1973)
Chover, J., Ney, P., Wainger, S. Degeneracy properties of subcritical branching processes. Ann. Probab., 1: 663–673 (1973)
Cline, D.B.H., Samorodnitsky, G. Subexponentiality of the product of independent random variables. Stochastic Process. Appl., 49: 75–98 (1994)
Embrechts, P., Klüppelberg, C., Mikosch, T. Modelling Extremal Events for Insurance and Finance. Springer-Verlag, Berlin, 1997
Esary, J.D., Proschan, F., Walkup D.W. Association of random variables, with applications. Ann. Math. Statist., 38: 1466–1474 (1967)
Feller, W. One-sided analogues of Karamata’s regular variation. Enseign. Math., 15: 107–121 (1969)
Klüppelberg C. Subexponential distributions and integrated tails. J. Appl. Probab., 25: 132–141 (1988)
Nyrhinen, H. On the ruin probabilities in a general economic enviroment. Stochastic Process. Appl., 83: 319–330 (1999)
Nyrhinen, H. Finite and infinite time ruin probabilities in a stochastic economic enviroment. Stochastic Process. Appl., 92: 265–285 (2001)
Pakes, A. Convolution equivalence and infinite divisibility. J. Appl. Prob., 41: 407–424 (2004)
Tang. Q. Asymptotic ruin probabilities in finite horizon with subexponential losses and associated discount factors. Probability in the Engineering and Informational Sciences, 20: 103–113 (2006)
Tang, Q. From light tails to heavy tails through multipler. Extremes, 11: 379–391 (2008)
Tang, Q. Insensitivity to negative dependence of asymptotic tail probabilities of sums and maxima of sums. Stochastic Analysis and Applications, 26: 435–450 (2008)
Tang, Q., Tsitsiashvili, G. Precise estimates for the ruin probability in finite horizon in a discrete-time model with heavy-tailed insurance and financial risks. Stochastic Process. Appl., 108: 299–325 (2003)
Tang, Q., Tsitsiashvili, G. Finite-and infinite-time ruin probabilities in the presence of stochastic returns on investments. Adv. Appl. Probab., 36: 1278–1299 (2004)
Wang, Y., Cheng, F., Yang, Y. The dominant relations and their applications on some subclasses of heavy-tailed distributions. Chinese J. Appl. Probab. and Statist., 21: 21–30 (2005) (in Chinese)
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Supported by the National Natural Science Foundation of China (No. 10671139).
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Zhou, M., Wang, Ky. & Wang, Yb. Estimates for the finite-time ruin probability with insurance and financial risks. Acta Math. Appl. Sin. Engl. Ser. 28, 795–806 (2012). https://doi.org/10.1007/s10255-012-0189-8
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DOI: https://doi.org/10.1007/s10255-012-0189-8