Bounding the variance in Monte Carlo Experiments

Bounding the variance in Monte Carlo Experiments

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Article ID: iaor1993819
Country: Netherlands
Volume: 11
Issue: 4
Start Page Number: 243
End Page Number: 248
Publication Date: May 1992
Journal: Operations Research Letters
Authors: ,
Abstract:

This paper describes a method for obtaining a worst-case bound on variance in a Monte Carlo experiment by using available lower and upper bounds on outcomes within disjoint strata in the corresponding sample. This worst-case bound can be used to determine a worst-case sample size to meet a specified variance criterion.

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