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analysis(matlab): rate + count outputs, variation batch 3

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Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Experiments DB Dev
2026-07-24 02:32:52 -04:00
parent 6ba21a1a35
commit 0e16690c8f
72 changed files with 1875 additions and 897 deletions
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analysis/matlab/variations/prev_f_full/power_result_rate.txt
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==============================================================================
POWER SIMULATION -- prev_f_full [metric: success RATE]
==============================================================================
model: behavior ~ stim + day + stim:day + (1|rat) (behavior = success RATE; day within-window)
observed groups: stim n=12, control n=12 nrep=120, alpha=0.05
ground truth: stim:day=+0.006292/day, rat SD=0.06824, residual SD=0.08152, days=10
true stim:day interaction = +0.006292 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.06 | 0.09
5 | 0.17 | 0.16
8 | 0.28 | 0.35
12 | 0.37 | 0.41 <- observed
16 | 0.55 | 0.62
24 | 0.62 | 0.62
true stim:day interaction = +0.003146 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.03 | 0.04
5 | 0.07 | 0.05
8 | 0.12 | 0.15
12 | 0.17 | 0.18 <- observed
16 | 0.12 | 0.17
24 | 0.15 | 0.13
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).