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USING EXCURSIONS TO ANALYZE SIMULATION OUTPUT

Published online by Cambridge University Press:  18 March 2010

James M. Calvin
Affiliation:
Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102 E-mail: calvin@njit.edu
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Abstract

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We consider the steady-state simulation output analysis problem for a process that satisfies a functional central limit theorem. We construct an estimator for the time-average variance constant that is based on excursions of a process above the minimum. The resulting estimator does not require a fixed run length, and the memory requirement can be dynamically bounded. Standardized time series methods based on excursions are also described.

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Type
Research Article
Copyright
Copyright © Cambridge University Press 2010