Consider an M/G/1 queue with unknown service-time distribution and unknown Poisson arrival rate λ. Given observations of the busy and idle periods of this queue, we construct estimators of λ and of the service-time moment generating function, and we study asymptotic properties of these estimators
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Bingham et al. (1999) studied this question.
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