Quantifying Ruin Metrics in a Diffusion-Driven Erlang (2) Risk Model with Dependency Modeled using the Spearman Copula
Keywords:
HEA coating; DGPSAT; aging treatment; hardness; tribology properties, antibacterial activity, Piper guineensemethanol extracts, Silver nanoparticles, Gastrointestinal Tracts, Pathogens, Gerber-Shiu functions, Dependence, Copula, Integro-differential equation, Laplace transform, Ruin probability.Abstract
This paper focuses on the perturbation of an Erlang (2) risk model by a diffusion process, challenging the assumption of independence between claim amounts and interclaim durations. To account for a tail dependency structure, we introduce the Spearman copula, enabling the evaluation of Gerber-Shiu functions and ruin probabilities associated with this model. Our analysis delves into the Laplace transforms of the discounted penalty function and the probability of ruin. Towards the conclusion, explicit expressions are derived, accompanied by numerical examples illustrating ruin probabilities for individual claim sizes with exponential distributions
References
H.U. Gerber (1970) An extension of the renewal equation and its application in the collective theory of risk. 205–210.
F. Dufresne, H.U. Gerber (1991) Risk theory for the compound poisson process that is perturbed by diffusion. 10, 51–59.
G. Wang, R. Wu (2000) Some distribution for classical risk process that is perturbed by diffusion. 26, 15–24.
H.U. Gerber, E.S.W. Shiu (1998) On the time value of ruin. 2, 48–78.
C. C. L. Tsai, G. E. Willmot (2002) A generalized defective renewal equation for the surplus process perturbed by diffusion. 30, 51–66.
L. Liu, T. Zhang (2015) Economic policy uncertainty and stock market volatility. 15, 99–105.
S. Li, J. Garrido (2005) Ruin probabilities for two classes of risk processes. 35(1), 61–77.
D. Landriault, M. Boudreault, H. Cossette, E. Marcean (2006) On a risk model with dependence between interclaim arrivals and claim sizes. 301–323.
H. Cossette, E.M.F. Marri (2010) Analysis of ruin measures for the classical compound poisson risk model with dependence. 221–245.
G.E. Willmot, J.K. Woo (2012) On the analysis of a general class of dependent risk processes. 51, 134–141.
S. Vrontos, Chadjiconstantinidis S. On a renewal risk process with dependence between interclaim arrivals and claim sizes.
Z. Zhang, H. Yang (2011) Gerber–shiu analysis in a perturbed risk model with dependence between claim sizes and interclaim times. 235, 1189–1204.
S. Heilpern (2014) Measures for a compound poisson risk model with dependence based on the spearman copula and the exponential claim sizes. 59, 251–257.
V. Kafando, D.A.K. Bere, P.C. Nitiema (2023) Extension of the compound poisson model via the spearman copula. 67(2), 147–184.
W. Hürlimann (2004) Multivariate frechet copulas and conditional value-at-risk. 7, 345–364.
H. Joe (1997) Multivariate Models and Dependence Concepts.
R.B. Nelsen (2006) An Introduction to Copulas.
H. Albrecher, J.L. Teugels (2006) Exponential behavior in the presence of dependence in risk theory. 43(1), 257–273.
Z. Zhang, H. Yang (2009) Ruin probabilities in a perturbed compound poisson risk model with dependence.
A.K. Nikoloulopoulos, D. Karlis (2008) Fitting copulas to bivariate earthquake data: the seismic gap hypothesis revisited. 251–269.
J. Cai, D.C.M. Dickson (2003) Bounds for ultimate ruin probabilities in the sparre andersen model with interest. 32, 61–71.
D.J. Yao, R.M. Wang (2008) Exponential bounds for ruin probability in two moving average risk models with constant interest rate. 24(2), 319–328.
Bere F. Kafando D.A.K, Konane V., Nitiema P.C. (2023) Extension of the sparre andersen risk model via the spearman copula. 86(1), 79–100.
Ivo Adan (2017) On the application of rouché's theorem in queueing theory.
V. Klimenok (2001) On the modification of rouché's theorem for queuing theory problems. 38, 431-434.
A.N. Borodin, P. Salmi (2002) Handbook of Brownian Motion-Facts and Formulae.
S. Asmussen (1995) Stationary distributions for fluid flow models with or without brownian noise. 11, 21–49.
Karim Ben Amara (2015) Quelques méthodes pour la résolution des équations intégra-différentielles.
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