AIVAT heuristics can be gamed for pathological low variance or p-hacking unless fixed before data observation, and uncertainty propagation yields additional variance reduction at possible cost to unbiasedness.
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Heuristic Pathologies and Further Variance Reduction via Uncertainty Propagation in the AIVAT Family of Techniques
AIVAT heuristics can be gamed for pathological low variance or p-hacking unless fixed before data observation, and uncertainty propagation yields additional variance reduction at possible cost to unbiasedness.