Another approach to the evaluation of a certain multivariate compound distribution

Open access

Abstract

In this work, we consider the multivariate aggregate model introduced in [11], model that takes into account the case when different types of claims affect in the same time an insurance portfolio under some specific assumptions related to the number of claims. For the probability function of the corresponding multivariate compound distribution, [11] obtained an exact recursive formula proved using the properties of the probability generating function. In this paper, we present a new shorter proof of the same formula that we also extend to a new form. Moreover, we present an alternative approximate method to evaluate the compound distribution based on the Fourier transform, and we compare both methods on a numerical example.

References

  • [1] W. L. Briggs, The DFT: An Owners' Manual for the Discrete Fourier Transform, Siam, (1995).

  • [2] H. Bühlmann, Numerical evaluation of the compound Poisson distribution: recursion or fast Fourier transform? Scand. Actuar. J., 1984(2) (1984), 116-126.

  • [3] P. Embrechts, R. Grübel and S. M. Pitts, Some applications of the fast Fourier transform algorithm in insurance mathematics. This paper is dedicated to Professor WS Jewell on the occasion of his 60th birthday, Stat. Neerl., 47(1) (1993), 59-75.

  • [4] R. Grubel and R. Hermesmeier, Computation of compound distributions I: aliasing errors and exponential tilting, ASTIN Bull., 29(2) (1999), 197-214.

  • [5] T. Jin and J. Ren, Recursions and fast Fourier transforms for a new bivariate aggregate claims model, Scand. Actuar. J., 2014(8) (2014), 729-752.

  • [6] N.L. Johnson, S. Kotz and N. Balakrishnan, Discrete Multivariate Distributions, Wiley, New York, 1997.

  • [7] S.A. Klugman, H.H. Panjer and G.E. Willmot, Loss Models: From Data to Decisions, 2nd edn., Wiley-Interscience, Hoboken, 2004.

  • [8] H. H. Panjer, Recursive evaluation of a family of compound distributions, ASTIN Bull., 12(1) (1981), 22-26.

  • [9] E.G. Robe-Voinea and R. Vernic, Fast Fourier Transform for Multivariate aggregate claims, Comput. Appl. Math., online first, DOI: 10.1007/s40314-016-0336-6 (2016).

  • [10] E.G. Robe-Voinea and R. Vernic, On a multivariate aggregate claims model with multivariate Poisson counting distribution, to appear in Proceedings of the Romanian Academy - Series A (2015).

  • [11] E.G. Robe-Voinea and R. Vernic, On the recursive evaluation of a certain multivariate compound distribution, Acta Math. Appl. Sin-E, 32(4) (2016), 913920.

  • [12] B. Sundt, On multivariate Panjer recursions, ASTIN Bull., 29(1) (1999), 29-45.

  • [13] B. Sundt and R. Vernic, Recursions for convolutions and compound distributions with insurance applications, EAA Lectures Notes, Springer-Verlag Berlin, 2009.

Analele Universitatii "Ovidius" Constanta - Seria Matematica

The Journal of "Ovidius" University of Constanta

Journal Information


IMPACT FACTOR 2016: 0.422

CiteScore 2016: 0.56

SCImago Journal Rank (SJR) 2016: 0.346
Source Normalized Impact per Paper (SNIP) 2016: 0.966

Mathematical Citation Quotient (MCQ) 2016: 0.10

Target Group

researchers in all fields of pure and applied mathematics

Metrics

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 20 20 20
PDF Downloads 5 5 5