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analysis(matlab): rate + count outputs, variation batch 5

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Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Experiments DB Dev
2026-07-24 02:32:53 -04:00
parent 1606eb698b
commit fd40b6fb54
48 changed files with 1247 additions and 595 deletions
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analysis/matlab/variations/unmerge_d0_13/power_result_rate.txt
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==============================================================================
POWER SIMULATION -- unmerge_d0_13 [metric: success RATE]
==============================================================================
model: behavior ~ stim + day + stim:day + (1|rat) (behavior = success RATE; day within-window)
observed groups: stim n=3, control n=3 nrep=120, alpha=0.05
ground truth: stim:day=+0.01125/day, rat SD=0.03898, residual SD=0.0934, days=14
true stim:day interaction = +0.01125 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.28 | 0.66 <- observed
5 | 0.67 | 0.78
8 | 0.92 | 0.94
12 | 1.00 | 1.00
16 | 1.00 | 1.00
24 | 1.00 | 1.00
true stim:day interaction = +0.005624 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.15 | 0.25 <- observed
5 | 0.23 | 0.25
8 | 0.48 | 0.52
12 | 0.56 | 0.60
16 | 0.75 | 0.79
24 | 0.87 | 0.83
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).