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A contribution to large deviations for heavy-tailed random sums
Authors:SU CHUN  Tang Qihe  JIANG Tao
Institution:Department of Statistics and Finance, University of Science and Technology of China,
Abstract:In this paper we consider the large deviations for random sums 
$$S(t) = \sum _{i = t}^{N(t)} X_i ,t \geqslant 0$$
, whereX n,n⩾1 are independent, identically distributed and non-negative random variables with a common heavy-tailed distribution function F, andN(t), t⩾0 is a process of non-negative integer-valued random variables, independent ofX n,n⩾1. Under the assumption that the tail of F is of Pareto’s type (regularly or extended regularly varying), we investigate what reasonable condition can be given onN(t), t⩾0 under which precise large deviation for S( t) holds. In particular, the condition we obtain is satisfied for renewal counting processes.
Keywords:(extended) regular variation  extreme value theory  large deviations  renewal counting process  renewal risk model  subexponential distributions
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