Maximum likelihood estimation for single server queues from waiting time data

Maximum likelihood estimation for single server queues from waiting time data

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Article ID: iaor20002488
Country: United States
Volume: 24
Start Page Number: 155
End Page Number: 167
Publication Date: Jan 1996
Journal: Queueing Systems
Authors: , ,
Keywords: statistics: inference
Abstract:

Maximum likelihood estimators for the parameters of a GI/G/1 queue are derived based on the information on waiting times {Wt}, t = 1, ..., n, of n successive customers. The consistency and asymptotic normality of the estimators are established. A simulation study of the M/M/1 and M/Ek/1 queues is presented.

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