Pseudo Compound Poisson Distributions in Risk Theory

Abstract
Using Laplace transforms and the notion of a pseudo compound Poisson distribution, some risk theoretical results are revisited A well-known theorem by Feller (1968) and Van Harn (1978) on infinitely divisible distributions is generalized. The result may be used for the efficient evaluation of convolutions for some distributions. In the particular arithmetic case, alternate formulae to those recently proposed by De Pril (1985) are derived and shown more adequate in some cases. The individual model of risk theory is shown to be pseudo compound Poisson. It is thus computable using numerical tools from the theory of integral equations m the continuous case, a formula of Panjer type or the Fast Fourier transform in the arithmetic case. In particular our results contain some of De Pril’s (1986/89) recursive formulae for the individual life model with one and multiple causes of decrement. As practical illustration of the continuous case we construct a new two-parametric family of claim size density functions whose corresponding compound Poisson distributions are analytical finite sum expressions. Analytical expressions for the finite and infinite time ruin probabilities are also derived. Keywords: Pseudo compound Poisson, integral equation, infinite divisibility; multiple decrement model, ruin probability.
Volume
20:1
Page
57-80
Year
1990
Categories
Financial and Statistical Methods
Aggregation Methods
Fourier
Financial and Statistical Methods
Loss Distributions
Frequency
Financial and Statistical Methods
Aggregation Methods
Panjer
Financial and Statistical Methods
Risk Pricing and Risk Evaluation Models
Probability of Ruin
Financial and Statistical Methods
Loss Distributions
Severity
Financial and Statistical Methods
Statistical Models and Methods
Publications
ASTIN Bulletin
Authors
Werner Hurlimann