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experiments-database/analysis/matlab/variations/right_only_d0_10/power_result.txt
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Experiments DB Dev 1606eb698b analysis(matlab): rate + count outputs, variation batch 4
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-24 02:32:53 -04:00

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POWER SIMULATION -- right_only_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=4, control n=3 nrep=120, alpha=0.05
ground truth: stim:day=+1.73/day, rat SD=5.346, residual SD=11.96, days=11
true stim:day interaction = +1.73 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.22 | 0.39 <- observed
5 | 0.52 | 0.65
8 | 0.80 | 0.82
12 | 0.97 | 0.98
16 | 0.98 | 0.98
24 | 1.00 | 1.00
true stim:day interaction = +0.865 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.12 | 0.12 <- observed
5 | 0.11 | 0.18
8 | 0.31 | 0.32
12 | 0.38 | 0.41
16 | 0.62 | 0.62
24 | 0.74 | 0.71
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).