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experiments-database/analysis/matlab/variations/boxa_b2_d0_5/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_d0_5 [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=+4.707/day, rat SD=5.872, residual SD=11.3, days=6
true stim:day interaction = +4.707 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.27 | 0.59 <- observed
5 | 0.63 | 0.72
8 | 0.91 | 0.93
12 | 1.00 | 1.00
16 | 0.99 | 0.99
24 | 1.00 | 1.00
true stim:day interaction = +2.354 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.10 | 0.20 <- observed
5 | 0.20 | 0.24
8 | 0.31 | 0.33
12 | 0.52 | 0.54
16 | 0.62 | 0.62
24 | 0.85 | 0.87
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).