A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims

Volume: 24 Number: 2 April 5, 2011
EN

A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims

Abstract

In this paper, a bivariate compound Poisson model is proposed for calculating the aggregate claims distribution in a discrete framework and the probabilistic characteristics of this model, such as the joint probability function, joint probability generating function, correlation coefficient and covariance are derived. Then, an algorithm is prepared in Oracle database to obtain the probabilities quickly. By means of prepared algorithm some numerical examples are also given to illustrate the usage of the bivariate compound Poisson model.

 

Key Words: Bivariate compound Poisson distribution, correlation coefficient, joint probability generating function, insurance, claim severity.

Keywords

References

  1. Cummins, D.J., Wiltbank, L.J., “Estimating the total claims distribution using multivariate frequency and severity distributions”, Journal of Risk and Insurance, 50: 377–403 (1983).
  2. Cossette, H., Gaillardetz, P., Marceau, É., Rioux, J., “On two dependent individual risk models”, Insurance: Mathematics and Economics, 30: 153– 166 (2002).
  3. Sundt, B., “On some extensions of Panjer’s class of counting distributions”, Astin Bulletin, 22: 61-80 (1992).
  4. Homer, D.L., Clark, D.R., “Insurance applications of bivariate distributions”, CAS Forum, 274-307 (2003).
  5. Walhin, J., “On the Optimality of Multiline Excess of Loss Covers”, CAS Forum, 231-243 (2003).
  6. Bruno, M.G., Camerini, E., Manna, A., Tomassetti, A., “A new method for evaluating the distribution of aggregate claims”, Applied Mathematics and Computation, 176: 488-505 (2006).
  7. Rolski, T., Schmidli, H., Schmidt, V., Teugels, J., “Stochastic Processes for Insurance and Finance”, John Wiley and Sons, (1999).
  8. Sundt, B., “On some extensions of Panjer's class of counting distributions”, ASTIN Bulletin, 22: 61-80 (1992).

Details

Primary Language

English

Subjects

-

Journal Section

-

Publication Date

April 5, 2011

Submission Date

May 27, 2010

Acceptance Date

-

Published in Issue

Year 2011 Volume: 24 Number: 2

APA
Özel, G. (2011). A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims. Gazi University Journal of Science, 24(2), 241-248. https://izlik.org/JA58KG68NF
AMA
1.Özel G. A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims. Gazi University Journal of Science. 2011;24(2):241-248. https://izlik.org/JA58KG68NF
Chicago
Özel, Gamze. 2011. “A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims”. Gazi University Journal of Science 24 (2): 241-48. https://izlik.org/JA58KG68NF.
EndNote
Özel G (April 1, 2011) A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims. Gazi University Journal of Science 24 2 241–248.
IEEE
[1]G. Özel, “A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims”, Gazi University Journal of Science, vol. 24, no. 2, pp. 241–248, Apr. 2011, [Online]. Available: https://izlik.org/JA58KG68NF
ISNAD
Özel, Gamze. “A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims”. Gazi University Journal of Science 24/2 (April 1, 2011): 241-248. https://izlik.org/JA58KG68NF.
JAMA
1.Özel G. A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims. Gazi University Journal of Science. 2011;24:241–248.
MLA
Özel, Gamze. “A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims”. Gazi University Journal of Science, vol. 24, no. 2, Apr. 2011, pp. 241-8, https://izlik.org/JA58KG68NF.
Vancouver
1.Gamze Özel. A New Method for Evaulation of Bivariate Compound Poisson Distribution for Aggregate Claims. Gazi University Journal of Science [Internet]. 2011 Apr. 1;24(2):241-8. Available from: https://izlik.org/JA58KG68NF