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experiments-database/analysis/matlab/variations/boxa_b2_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_b2_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=4, control n=2 nrep=120, alpha=0.05
ground truth: stim:day=+1.9/day, rat SD=6.231, residual SD=8.123, days=5
true stim:day interaction = +1.9 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.04 | 0.17
5 | 0.17 | 0.24
8 | 0.24 | 0.33
12 | 0.38 | 0.36
16 | 0.51 | 0.55
24 | 0.68 | 0.71
true stim:day interaction = +0.95 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.07 | 0.11
5 | 0.09 | 0.12
8 | 0.06 | 0.12
12 | 0.14 | 0.14
16 | 0.18 | 0.19
24 | 0.25 | 0.28
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).