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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
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analysis/matlab/variations/unmerge_d6_10/power_result_rate.txt
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==============================================================================
POWER SIMULATION -- unmerge_d6_10 [metric: success RATE]
==============================================================================
model: behavior ~ stim + day + stim:day + (1|rat) (behavior = success RATE; day within-window)
observed groups: stim n=3, control n=2 nrep=120, alpha=0.05
ground truth: stim:day=+0.002261/day, rat SD=0.03997, residual SD=0.0557, days=5
true stim:day interaction = +0.002261 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.03 | 0.04 <- observed
5 | 0.03 | 0.06
8 | 0.05 | 0.05
12 | 0.08 | 0.07
16 | 0.05 | 0.07
24 | 0.06 | 0.06
true stim:day interaction = +0.00113 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.03 | 0.08 <- observed
5 | 0.07 | 0.07
8 | 0.05 | 0.04
12 | 0.06 | 0.07
16 | 0.07 | 0.07
24 | 0.06 | 0.04
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).