Hostname: page-component-cd9895bd7-p9bg8 Total loading time: 0 Render date: 2024-12-25T05:53:17.369Z Has data issue: false hasContentIssue false

On Error Bounds for Approximations to Aggregate Claims Distributions

Published online by Cambridge University Press:  29 August 2014

Jan Dhaene
Affiliation:
Departement Toegepaste Economische, Wetenschappen, Katholieke Universiteit Leuven, Huis Eighen Heerd, Minderbroederstraat 5, B-3000 Leuven, Belgium
Bjørn Sundt
Affiliation:
Department of Mathematics, University of Bergen, Johannes Brunsgate 12, N-5008 Bergen, Norway
Rights & Permissions [Opens in a new window]

Abstract

Core share and HTML view are not available for this content. However, as you have access to this content, a full PDF is available via the ‘Save PDF’ action button.

In the present paper we discuss error bounds for approximations to aggregate claims distributions. We consider approximations to convolutions by approximating each of the distributions and taking the convolution of these approximations. For compound distributions we consider two classes of approximations. In the first class we approximate the counting distribution, but keep the severity distribution unchanged, whereas in the second class we approximate the severity distribution, but keep the counting distribution unchanged. We finally look at some examples.

Type
Articles
Copyright
Copyright © International Actuarial Association 1997

References

REFERENCES

Bühlmann, H., Gagliardi, B., Gerber, H.U., & Straub, E. (1977). Some inequalities for stop-loss premiums. ASTIN Bulletin 9, 7583.CrossRefGoogle Scholar
De Pril, N. & Dhaene, J. (1992). Error bounds for compound Poisson approximations to the individual risk model. ASTIN Bulletin 22, 135148.CrossRefGoogle Scholar
Dhaene, J. (1991). Approximating the compound negative binomial distribution by the compound Poisson distribution. Bulletin of the Swiss Association of Actuaries, 117121.Google Scholar
Dhaene, J. & Sundt, B. (1996). On approximating distributions by approximating their De Pril transforms. To be published in Scandinavian Actuarial Journal.Google Scholar
Feller, W, (1968). An introduction to probability theory and its applications. (3. ed.). Wiley, New York.Google Scholar
Gerber, H.U. (1984). Error bounds for the compound Poisson approximation. Insurance: Mathematics and Economics 3, 191194.Google Scholar
Sundt, B. (1991). On approximating aggregate claims distributions and stop-loss premiums by truncation. Insurance: Mathematics and Economics 10. 133136.Google Scholar
Sundt, B. & Dhaene, J. (1996). On bounds for the difference between the stop loss transforms of two compound distributions. ASTIN Bulletin 26, 225231.CrossRefGoogle Scholar