JSME International Journal Series C Mechanical Systems, Machine Elements and Manufacturing
Online ISSN : 1347-538X
Print ISSN : 1344-7653
ISSN-L : 1344-7653
PAPERS
Confidence Intervals from a Single Simulation Using the Delta Method
Christoph ROSERMasaru NAKANO
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2003 Volume 46 Issue 1 Pages 67-72

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Abstract
This paper describes a method for the calculation of confidence intervals of simulation throughputs and utilizations. The method is based on the delta method and uses only a single simulation, where the variation of the underlying means is used to determine the variation of the performance function by using the first derivative of the performance function. While the method has some limitations, it can be used frequently in practice. In addition, the method can also be used for short simulations or rare event applications, where methods based on batch means fail. This method can easily be implemented into existing simulation software.
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© 2003 by The Japan Society of Mechanical Engineers
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