Common random numbers in multivariate simulations

Common random numbers in multivariate simulations

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Article ID: iaor19921188
Country: Netherlands
Volume: 48
Issue: 2
Start Page Number: 252
End Page Number: 259
Publication Date: Sep 1990
Journal: European Journal of Operational Research
Authors: ,
Keywords: simulation: analysis
Abstract:

It is shown how common random numbers can be used in computer simulations where the aim is to compare two systems on several parameters. Conditions are derived under which the use of common random numbers leads to a reduction in the size of the confidence region for the difference between the parameter vectors. Theoretical and experimental results suggest that this reduction is greatest when the covariance structure is the same for both systems.

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