Empirical Laplace transform and approximation of compound distributions

Empirical Laplace transform and approximation of compound distributions

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Article ID: iaor1990504
Country: Israel
Volume: 27
Issue: 1
Start Page Number: 89
End Page Number: 102
Publication Date: Mar 1990
Journal: Journal of Applied Probability
Authors: ,
Abstract:

Let equ1be i.i.d. non-negative random variables with d.f. F and Laplace transform L. Let N be integer valued and independent of equ2. In many applications one knows that for equ3and a function equ4where in turn equ5is the solution of an equation equ6. On the basis of a sample of size n the authors derive an estimator equ7for equ8by solving equ9where equ10is the emprirical version of L. This estimator is then used to derive the asymptotic behaviour of equ11. The authors include five examples, some of which are taken from isurance mathematics

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