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Ordering Properties of Convolutions of Exponential Random Variables
Authors:Bon  Jean-Louis  Pãltãnea  Eugen
Institution:(1) Université Paris-Sud, bat.425, Orsay, 91405, France;(2) Universitatea Transilvania din Brasov, 2200
Abstract:Convolutions of independent random variables are usually compared. In this paper, after a synthetic comparison with respect to hazard rate ordering between sums of independent exponential random variables, we focus on the special case where one sum is identically distributed. So, for a given sum of n independent exponential random variables, we deduce the "best" Erlang-n bounds, with respect to each of the usual orderings: mean ordering, stochastic ordering, hazard rate ordering and likelihood ratio ordering.
Keywords:convolution  mean order  stochastic order  hazard rate order  likelihood ratio order  majorization
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