Moment estimation of customer loss rates from transactional data

Moment estimation of customer loss rates from transactional data

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Article ID: iaor19992057
Country: United States
Volume: 11
Issue: 3
Start Page Number: 301
End Page Number: 310
Publication Date: Jul 1998
Journal: Journal of Applied Mathematics and Stochastic Analysis
Authors: ,
Keywords: queues: applications
Abstract:

Moment estimators are proposed for the arrival and customer loss rates of a many-server queueing system with a Poisson arrival process with customer loss via balking or reneging. These estimators are based on the lengths {Sj1} of the initial inter-departure intervals of the busy periods j = 1, ..., M observed in a dataset consisting of service starting and finishing times and encompassing both busy and idle periods of the process, and whether those busy periods are of length 1 or >1. The estimators are compared with maximum likelihood and parametric model-based estimators found previously.

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