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Joint moments of discounted claims and discounted perturbation until ruin in the compound Poisson risk model with diffusion

Published online by Cambridge University Press:  31 March 2022

Eric C. K. Cheung
Affiliation:
School of Risk and Actuarial Studies, UNSW Business School, University of New South Wales, Sydney, NSW 2052, Australia. E-mail: eric.cheung@unsw.edu.au
Haibo Liu
Affiliation:
Department of Statistics and Department of Mathematics, Purdue University, 150 N. University Street, West Lafayette, IN 47907, USA

Abstract

This paper studies a generalization of the Gerber-Shiu expected discounted penalty function [Gerber and Shiu (1998). On the time value of ruin. North American Actuarial Journal 2(1): 48–72] in the context of the perturbed compound Poisson insurance risk model, where the moments of the total discounted claims and the discounted small fluctuations (arising from the Brownian motion) until ruin are also included. In particular, the latter quantity is represented by a stochastic integral and has never been analyzed in the literature to the best of our knowledge. Recursive integro-differential equations satisfied by our generalized Gerber-Shiu function are derived, and these are transformed to defective renewal equations where the components are identified. Explicit solutions are given when the individual claim amounts are distributed as a combination of exponentials. Numerical illustrations are provided, including the computation of the covariance between discounted claims and discounted perturbation until ruin.

Type
Research Article
Copyright
© The Author(s), 2022. Published by Cambridge University Press

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References

Asmussen, S. & Albrecher, H. (2010). Ruin probabilities, 2nd ed. New Jersey: World Scientific.CrossRefGoogle Scholar
Biffis, E. & Morales, M. (2010). On a generalization of the Gerber-Shiu function to path-dependent penalties. Insurance: Mathematics and Economics 46(1): 9297.Google Scholar
Billingsley, P. (1995). Probability and measure, 3rd ed. New York: John Wiley & Sons.Google Scholar
Cai, J. (2004). Ruin probabilities and penalty functions with stochastic rates of interest. Stochastic Processes and their Applications 112(1): 5378.CrossRefGoogle Scholar
Cai, J. & Xu, C. (2006). On the decomposition of the ruin probability for a jump-diffusion surplus process compounded by a geometric Brownian motion. North American Actuarial Journal 10(2): 120129.CrossRefGoogle Scholar
Cai, J. & Yang, H. (2005). Ruin in the perturbed compound Poisson risk process under interest force. Advances in Applied Probability 37(3): 819835.CrossRefGoogle Scholar
Cai, J., Feng, R., & Willmot, G.E. (2009). On the expectation of total discounted operating costs up to default and its applications. Advances in Applied Probability 41(2): 495522.CrossRefGoogle Scholar
Cheung, E.C.K. (2013). Moments of discounted aggregate claim costs until ruin in a Sparre Andersen risk model with general interclaim times. Insurance: Mathematics and Economics 53(2): 343354.Google Scholar
Cheung, E.C.K. & Landriault, D. (2010). A generalized penalty function with the maximum surplus prior to ruin in a MAP risk model. Insurance: Mathematics and Economics 46(1): 127134.Google Scholar
Cheung, E.C.K. & Liu, H. (2016). On the joint analysis of the total discounted payments to policyholders and shareholders: Threshold dividend strategy. Annals of Actuarial Science 10(2): 236269.CrossRefGoogle Scholar
Cheung, E.C.K. & Woo, J.-K. (2016). On the discounted aggregate claim costs until ruin in dependent Sparre Andersen risk processes. Scandinavian Actuarial Journal 2016(1): 6391.CrossRefGoogle Scholar
Cheung, E.C.K., Landriault, D., Willmot, G.E., & Woo, J.-K. (2010). Structural properties of Gerber-Shiu functions in dependent Sparre Andersen models. Insurance: Mathematics and Economics 46(1): 117126.Google Scholar
Cheung, E.C.K., Liu, H., & Woo, J.-K. (2015). On the joint analysis of the total discounted payments to policyholders and shareholders: Dividend barrier strategy. Risks 3(4): 491514.CrossRefGoogle Scholar
Cheung, E.C.K., Liu, H., & Willmot, G.E. (2018). Joint moments of the total discounted gains and losses in the renewal risk model with two-sided jumps. Applied Mathematics and Computation 331: 358377.CrossRefGoogle Scholar
Dickson, D.C.M. & Hipp, C. (2001). On the time to ruin for Erlang(2) risk processes. Insurance: Mathematics and Economics 29(3): 333344.Google Scholar
Dufresne, D. (2007). Fitting combinations of exponentials to probability distributions. Applied Stochastic Models in Business and Industry 23(1): 2348.CrossRefGoogle Scholar
Dufresne, F. & Gerber, H.U. (1991). Risk theory for the compound Poisson process that is perturbed by diffusion. Insurance: Mathematics and Economics 10(1): 5159.Google Scholar
Feng, R. (2009). A matrix operator approach to the analysis of ruin-related quantities in the phase-type renewal risk model. Bulletin of the Swiss Association of Actuaries 2009(1&2): 7187.Google Scholar
Feng, R. (2009). On the total operating costs up to default in a renewal risk model. Insurance: Mathematics and Economics 45(2): 305314.Google Scholar
Feng, R. & Shimizu, Y. (2013). On a generalization from ruin to default in a Lévy insurance risk model. Methodology and Computing in Applied Probability 15(4): 773802.CrossRefGoogle Scholar
Garrido, J. & Morales, M. (2006). On the expected discounted penalty function for Lévy risk processes. North American Actuarial Journal 10(4): 196216.CrossRefGoogle Scholar
Gerber, H.U. & Landry, B. (1998). On the discounted penalty at ruin in a jump-diffusion and the perpetual put option. Insurance: Mathematics and Economics 22(3): 263276.Google Scholar
Gerber, H.U. & Shiu, E.S.W. (1998). On the time value of ruin. North American Actuarial Journal 2(1): 4872.CrossRefGoogle Scholar
Jeanblanc, M., Yor, M., & Chesney, M. (2009). Mathematical methods for financial markets. Dordrecht, Heidelberg, London, New York: Springer.CrossRefGoogle Scholar
Kyprianou, A.E. (2013). Gerber-Shiu risk theory. Cham, Heidelberg, New York, Dordrecht, London: Springer.CrossRefGoogle Scholar
Li, S. & Garrido, J. (2004). On ruin for the Erlang($n$) risk process. Insurance: Mathematics and Economics 34(3): 391408.Google Scholar
Li, S. & Garrido, J. (2005). The Gerber-Shiu function in a Sparre Andersen risk process perturbed by diffusion. Scandinavian Actuarial Journal 2005(3): 161186.CrossRefGoogle Scholar
Liu, C. & Zhang, Z. (2015). On a generalized Gerber-Shiu function in a compound Poisson model perturbed by diffusion. Advances in Difference Equations 2015(34): 120.Google Scholar
Loisel, S. (2005). Differentiation of some functionals of risk processes, and optimal reserve allocation. Journal of Applied Probability 42(2): 379392.CrossRefGoogle Scholar
Paulsen, J. & Gjessing, H.K. (1997). Ruin theory with stochastic return on investments. Advances in Applied Probability 29(4): 965985.CrossRefGoogle Scholar
Resnick, S.I. (1992). Adventures in stochastic processes. Boston: Birkhauser.Google Scholar
Tsai, C.C.-L. (2001). On the discounted distribution functions of the surplus process perturbed by diffusion. Insurance: Mathematics and Economics 28(3): 401419.Google Scholar
Tsai, C.C.-L. (2003). On the expectations of the present values of the time of ruin perturbed by diffusion. Insurance: Mathematics and Economics 32(3): 413429.Google Scholar
Tsai, C.C.-L. & Willmot, G.E. (2002). A generalized defective renewal equation for the surplus process perturbed by diffusion. Insurance: Mathematics and Economics 30(1): 5166.Google Scholar
Tsai, C.C.-L. & Willmot, G.E. (2002). On the moments of the surplus process perturbed by diffusion. Insurance: Mathematics and Economics 31(3): 327350.Google Scholar
Wang, G. & Wu, R. (2001). Distributions for the risk process with a stochastic return on investments. Stochastic Processes and their Applications 95(2): 329341.CrossRefGoogle Scholar
Woo, J.-K. (2010). Some remarks on delayed renewal risk models. ASTIN Bulletin 40(1): 199219.CrossRefGoogle Scholar
Woo, J.-K., Xu, R., & Yang, H. (2017). Gerber-Shiu analysis with two-sided acceptable levels. Journal of Computational and Applied Mathematics 321: 185210.CrossRefGoogle Scholar
Zhu, J. & Yang, H. (2009). On differentiability of ruin functions under Markov-modulated models. Stochastic Processes and their Applications 119(5): 16731695.CrossRefGoogle Scholar