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Coupling methods in connection with Poisson process approximation
Authors:D. Pfeifer
Affiliation:(1) Institut für Statistik und Wirtschaftsmathematik, RWTH Aachen, Wüllnerstr. 3, D-5100 Aachen
Abstract:Motivated by a simple probabilistic model for the radioactive decay, we show thatSerfling's [1978] approach to Poisson approximation using coupling techniques can in a natural way also be applied to Poisson process approximation. This provides at the same time uniform estimations for the deviation of a Markov-Bernoulli process from the approximating Poisson process with respect to the total variation distance. An application to quasirandom input queuing models is also given.
Keywords:Radioactive decay  Quasirandom input queuing model  Poisson process approximation  Coupling techniques
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