On the robustness of batching estimators

On the robustness of batching estimators

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Article ID: iaor20043385
Country: Netherlands
Volume: 32
Issue: 3
Start Page Number: 293
End Page Number: 298
Publication Date: May 2004
Journal: Operations Research Letters
Authors: ,
Abstract:

We propose and investigate an alternative definition of robustness for estimators of the variance of the sample mean arising in steady-state simulation experiments. The alternative definition implies that – of all known batching estimators – overlapping-batch-means estimators have both optimal mean squared error and optimal robustness.

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