Abstract
This paper considers a bidimensional renewal risk model with main claims and delayed claims. Concretely, suppose that an insurance company simultaneously operates two kinds of businesses. Each line of business separately triggers two types of claims. One type is the main claim and the other is the delayed claim occurring a little later than its main claim. Assuming that two kinds of main claims, as well as their corresponding delayed claims, are mutually independent and subexponential, an asymptotic formula for the finite-time ruin probability of this risk model is obtained as the initial surpluses tend to infinity. In addition, some simulation studies are also performed to check the accuracy of the obtained theoretical result.
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References
Chen Y, Wang L, Wang Y (2013) Uniform asymptotics for the finite-time ruin probabilities of two kinds of nonstandard bidimensional risk models. J Math Anal Appl 401(1):114–129. https://doi.org/10.1016/j.jmaa.2012.11.046
Chen Y, Yang Y, Jiang T (2019) Uniform asymptotics for finite-time ruin probability of a bidimensional risk model. J Math Anal Appl 469:525–536. https://doi.org/10.1016/j.jmaa.2018.09.025
Chen Y, Yuen KC, Ng KW (2011) Asymptotic for the ruin probabilities of a two dimensional renewal risk model with heavy-tailed claims. Appl Stoch Models Bus Ind 27(3):290–300. https://doi.org/10.1002/asmb.834
Cheng D, Yu C (2019) Uniform asymptotics for the ruin probabilities in a bidimensional renewal risk model with strongly subexponential claims. Stochastics 91(5):643–656. https://doi.org/10.1080/17442508.2018.1539088
Chistyakov VP (1964) A theorem on sums of independent positive random variables and its applications to branching process. Theory Probab Appl 9(4):640–648. https://doi.org/10.1137/1109088
Embrechts P, Klüppelberg C, Mikosch T (1997) Modelling extremal events for insurance and finance. Springer, Berlin
Foss S, Korshunov D, Zachary S (2013) An introduction to heavy-tailed and subexponential distributions, 2nd edn. Springer, New York
Gao Q, Zhang J, Huang Z (2019) Asymptotics for a delay-claim risk model with diffusion dependence structures and constant force of interest. J Compt Appl Math 353:219–231. https://doi.org/10.1016/j.cam.2018.12.036
Geng B, Liu Z, Wang S (2021) On ruin probabilities of a new bidimensional renewal risk model with constant interest force and dependent claims. Stoch Models 31(4):608–626. https://doi.org/10.1080/15326349.2021.1946408
Li J (2013) On pairwise quasi-asymptotically independent random variables and their applications. Statist Probab Lett 83:2081–2087. https://doi.org/10.1016/j.spl.2013.05.023
Li J (2018) A revisit to asymptotic ruin probabilities for a bidimensional renewal risk model. Stat Probab Lett 140:23–32. https://doi.org/10.1016/j.spl.2018.04.003
Li J, Yang H (2015) Asymptotic ruin probabilities for a bidimensional renewal risk model with constant interest rate and dependent claims. J Math Anal Appl 426(1):247–266. https://doi.org/10.1016/j.jmaa.2015.01.047
Lin Z, Shen X (2013) Approximation of the tail probability of dependent random sums under consistent variation and applications. Methodol Comput Appl Probab 15:165–186. https://doi.org/10.1007/s11009-011-9232-0
Liu Y, Chen Z, Fu K (2021) Asymptotics for a time-dependent renewal risk model with subexponential main claims and delayed claims. Stat Probab Lett 177:109174. https://doi.org/10.1016/j.spl.2021.109174
Lu D, Zhang B (2016) Some asymptotic results of the ruin probabilities in a two-dimensional renewal risk model with some strongly subexponential claims. Stat Probab Lett 114:20–29. https://doi.org/10.1016/j.spl.2016.03.005
Lu D, Yuan M (2022) Asymptotic finite-time ruin probabilities for a bidimensional delay-claim risk model with subexponential claims. Methodol Comput Appl Probab 24(4):2265–2286. https://doi.org/10.1007/s11009-021-09921-2
Stein C (1946) A note on cumulative sums. Ann Math Stat 17(4):498–499. https://doi.org/10.1214/aoms/1177730890
Shen X, Lin Z, Zhang Y (2009) Uniform estimate for maximum of randomly weighted sums with applications to ruin theory. Methodol Comput Appl Probab 11:669–685. https://doi.org/10.1007/s11009-008-9090-6
Tang Q, Tsitsiashvili G (2003) Randomly weighted sums of subexponential random variables with applications to ruin theory. Extremes 6:171–188. https://doi.org/10.1023/B:EXTR.0000031178.19509.57
Wang K, Wang Y, Gao Q (2013) Uniform asymptotics for the finite-time ruin probability of a dependent risk model with a constant interest rate. Methodol Comput Appl Probab 15:109–124. https://doi.org/10.1007/s11009-011-9226-y
Waters HR, Papatriandafylou A (1985) Ruin probabilities allowing for delay in claims. Insur Math Econ 4(2):113–122. https://doi.org/10.1016/0167-6687(85)90005-8
Wu X, Li S (2012) On a discrete time risk model with time-delayed claims and a constant dividend barrier. Insurance Mark. Companies: Anal Actuar Comput 3(1): 50–57. https://www.businessperspectives.org/images/pdf/applications/publishing/templates/article/assets/4712/IMC_2012_01_Wu.pdf
Yang H, Li J (2014) Asymptotic finite-time ruin probability for a bidimensional renewal risk model with constant interest force and dependent subexponential claims. Insur Math Econ 58:185–192. https://doi.org/10.1016/j.insmatheco.2014.07.007
Yang H, Li J (2019) On asymptotic finite-time ruin probability of a renewal risk model with subexponential main claims and delayed claims. Stat Probab Lett 149:153–159. https://doi.org/10.1016/j.spl.2019.01.037
Yang Y, Wang K, Liu J, Zhang Z (2019) Asymptotics for a bidimensional risk model with two geometric Lévy price processes. J Ind Manag Optim 15(2):481–505. https://doi.org/10.3934/jimo.2018053
Yang Y, Yuen KC (2016) Finite-time and infinite-time ruin probabilities in a two-dimensional delayed renewal risk model with Sarmanov dependent claims. J Math Anal Appl 442(2):600–626. https://doi.org/10.1016/j.jmaa.2016.04.068
Yang Y, Yuen KC, Liu J (2018) Asymptotics for ruin probabilities in Lévy-driven risk models with heavy-tailed claims. J Ind Manag Optim 14(1):231–247. https://doi.org/10.3934/jimo.2017044
Yuen KC, Guo J (2001) Ruin probabilities for time-correlated claims in the compound binomial model. Insur Math Econ 29:47–57. https://doi.org/10.1016/S0167-6687(01)00071-3
Yuen KC, Guo J, Ng KW (2005) On ultimate ruin in a delayed-claims risk model. J Appl Probab 42(1):163–174. https://doi.org/10.1239/jap/1110381378
Acknowledgements
The authors would like to thank the anonymous referee for his/her insightful suggestions which have helped us improve the paper greatly. This work is supported by the Natural Science Foundation of Anhui Province (2208085MA06) and the Provincial Natural Science Research Projects of Anhui Colleges (KJ2021A0049, KJ2021A0060, 2022AH050067).
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Wang, S., Yang, Y., Liu, Y. et al. Asymptotics for a Bidimensional Renewal Risk Model with Subexponential Main Claims and Delayed Claims. Methodol Comput Appl Probab 25, 76 (2023). https://doi.org/10.1007/s11009-023-10050-1
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DOI: https://doi.org/10.1007/s11009-023-10050-1