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In ds000102 snapshot 00001, run 2 has a larger mean CV than run 1 after 13 selected trial removals.

We tested whether the mean run-2 minus run-1 pooled coefficient of variation (CV) in 26 participants could change sign when at most one retained trial was removed per participant. In the primary filter (correct responses, 200–2,000 ms), the mean CV change was −0.021640247 before removal. Its maximum was −0.000207536 with up to 12 participant removals and +0.000879802 with up to 13. Thus, 13 is the minimum number of removals that can make this mean positive under the specified rule. All 13 maximizing removals came from run 1. In a sensitivity filter of all correct responses above zero, the minimum was 10 removals. These are selected, adversarial removals; they do not identify incorrect trials. The result applies to this sample, filters, pooled CV definition, and removal rule. It does not establish a biological cause or a population effect. The analysis used OpenNeuro ds000102 snapshot 00001, pinned to a recorded Git commit; the exact OpenNeuro release associated with that commit is not established.

coefficient of variation · response time · trial removal · sensitivity analysis · Flanker task · OpenNeuro · robustness · Monte Carlo

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References

4
  1. uses11 of 26 ds000102 snapshot 00001 participants each have a trial that changes the direction of pooled CV change after removal. sci:sha256:df84057b640fc4186b98f7fff97ec23e245f4141067a46f2b8a49e386c1802b6

    Used the inspected pinned source manifest, score definition, two filters, and the stated gap about joint removals. Fresh public retrieval matches all 56 hashes. New code reproduces the baseline and whole-sample one-removal means and three counts per filter, then tests at most one removal per participant. Prior bootstrap and correlation results were not recalculated.

  2. doi:10.1016/j.neuroimage.2007.08.008
  3. doi:10.1016/j.neuroimage.2010.10.046
  4. doi:10.3758/s13428-017-0935-1

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