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experiments-database/analysis/matlab/variations/naive_boxa_d0_10/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_d0_10 [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=8 nrep=120, alpha=0.05
ground truth: stim:day=+1.178/day, rat SD=8.671, residual SD=13.71, days=11
true stim:day interaction = +1.178 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.07 | 0.17 <- observed
5 | 0.20 | 0.22
8 | 0.32 | 0.38 <- observed
12 | 0.58 | 0.62
16 | 0.68 | 0.70
24 | 0.88 | 0.88
true stim:day interaction = +0.589 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.05 | 0.07 <- observed
5 | 0.04 | 0.07
8 | 0.09 | 0.12 <- observed
12 | 0.16 | 0.17
16 | 0.28 | 0.27
24 | 0.28 | 0.29
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).