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experiments-database/analysis/matlab/variations/naive_boxa_d6_13/power_result.txt
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Experiments DB Dev 0e16690c8f analysis(matlab): rate + count outputs, variation batch 3
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-24 02:32:52 -04:00

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POWER SIMULATION -- naive_boxa_d6_13 [metric: # successes (count)]
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model: behavior ~ stim + day + stim:day + (1|rat) (behavior = # successes (count); day within-window)
observed groups: stim n=3, control n=7 nrep=120, alpha=0.05
ground truth: stim:day=+0.8737/day, rat SD=10.75, residual SD=11.53, days=8
true stim:day interaction = +0.8737 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.07 | 0.11 <- observed
5 | 0.17 | 0.21
8 | 0.17 | 0.19
12 | 0.23 | 0.23
16 | 0.28 | 0.33
24 | 0.38 | 0.41
true stim:day interaction = +0.4368 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.06 | 0.10 <- observed
5 | 0.05 | 0.08
8 | 0.07 | 0.11
12 | 0.06 | 0.08
16 | 0.07 | 0.07
24 | 0.16 | 0.15
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).