On the robustness of batching estimators

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.