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experiments-database/analysis/matlab/variations/boxa_a2_d6_10/power_result.txt
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Experiments DB Dev 0a438a4649 analysis(matlab): rate + count outputs, variation batch 1
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-24 02:32:51 -04:00

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POWER SIMULATION -- boxa_a2_d6_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=3 nrep=120, alpha=0.05
ground truth: stim:day=+1/day, rat SD=6.344, residual SD=8.208, days=5
true stim:day interaction = +1 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.03 | 0.05 <- observed
5 | 0.09 | 0.13
8 | 0.10 | 0.11
12 | 0.12 | 0.14
16 | 0.12 | 0.14
24 | 0.27 | 0.32
true stim:day interaction = +0.5 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.05 | 0.09 <- observed
5 | 0.07 | 0.07
8 | 0.05 | 0.07
12 | 0.09 | 0.09
16 | 0.08 | 0.11
24 | 0.12 | 0.12
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).