Large deviations of heavy-tailed random sums with applications in insurance and finance

Large deviations of heavy-tailed random sums with applications in insurance and finance

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Article ID: iaor1998998
Country: United Kingdom
Volume: 34
Issue: 2
Start Page Number: 293
End Page Number: 308
Publication Date: Jun 1997
Journal: Journal of Applied Probability
Authors: ,
Abstract:

We prove large deviation results for the random sum S(t) = Σi=1N(t) Xi, t ≧ 0, where (N(t))t≧0 are non-negative integer-valued random variables and (Xn)nN are i.i.d. non-negative random variables with common distribution function F, independent of (N(t))t≧0. Special attention is paid to the compound Poisson process and its ramifications. The right tail of the distribution function F is supposed to be of Pareto type (regularly or extended regularly varying). The large deviation results are applied to certain problems in insurance and finance which are related to large claims.

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