Algorithmic Analysis of the Sparre Andersen Model in Discrete Time

In this paper, we show that the delayed Sparre Andersen insurance risk model in discrete time can be analyzed as a doubly infinite Markov chain. We then describe how matrix analytic methods can be used to establish a computational procedure for calculating the probability distributions associated with fundamental ruin-related quantities of interest, such as the time of ruin, the surplus immediately prior to ruin, and the deficit at ruin. Special cases of the model, namely the ordinary and stationary Sparre Andersen models, are considered in several numerical examples.

[1]  Some stable algorithms in ruin theory and their applications. , 1996 .

[2]  Gordon E. Willmot,et al.  The discrete stationary renewal risk model and the Gerber-Shiu discounted penalty function , 2004 .

[3]  Representation of a time-discrete probability of eventual ruin , 1989 .

[4]  Hans U. Gerber,et al.  Mathematical Fun with the Compound Binomial Process , 1988, ASTIN Bulletin.

[5]  H. Gerber,et al.  On the Time Value of Ruin , 1997 .

[6]  David C. M. Dickson,et al.  Insurance risk and ruin , 2005 .

[7]  Howard R. Waters,et al.  Recursive Calculation of Survival Probabilities , 1991, ASTIN Bulletin.

[8]  Attahiru Sule Alfa,et al.  Markov chain representations of discrete distributions applied to queueing models , 2004, Comput. Oper. Res..

[9]  J. Kingman A FIRST COURSE IN STOCHASTIC PROCESSES , 1967 .

[10]  Hans U. Gerber,et al.  Discounted probabilities and ruin theory in the compound binomial model , 2000 .

[11]  Shuanming Li,et al.  Distributions of the surplus before ruin, the deficit at ruin and the claim causing ruin in a class of discrete time risk models , 2005 .

[12]  G. Willmot,et al.  The Density of the Time to Ruin in the Classical Poisson Risk Model , 2005, ASTIN Bulletin.

[13]  José Garrido,et al.  On the time value of ruin in the discrete time risk model , 2002 .

[14]  David C.M. Dickson,et al.  Some Comments on the Compound Binomial Model , 1994, ASTIN Bulletin.

[15]  Distributions of the surplus before ruin, the deficit at ruin and the claim causing ruin in a class of discrete time risk models , 2005 .

[16]  Samuel Karlin,et al.  A First Course on Stochastic Processes , 1968 .

[17]  Gordon E. Willmot,et al.  Ruin probabilities in the compound binomial model , 1993 .

[18]  D. Dickson,et al.  Optimal Dividends Under a Ruin Probability Constraint , 2006, Annals of Actuarial Science.

[19]  Ruin probabilities in the discrete time renewal risk model , 2006 .

[20]  Elias S. W. Shiu,et al.  The Probability of Eventual Ruin in the Compound Binomial Model , 1989, ASTIN Bulletin.

[21]  F. De Vylder,et al.  Classical numerical ruin probabilities , 1996 .

[22]  Attahiru Sule Alfa,et al.  Modelling Vehicular Traffic Using the Discrete Time Markovian Arrival Process , 1995, Transp. Sci..

[23]  Shuanming Li On a class of discrete time renewal risk models , 2005 .