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analysis(matlab): rate + count outputs, variation batch 2

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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 0a438a4649
commit 6ba21a1a35
72 changed files with 1874 additions and 896 deletions
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analysis/matlab/variations/naive_a2_d0_5/power_result.txt
+6 -7
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@@ -1,11 +1,11 @@
==============================================================================
POWER SIMULATION -- naive_a2_d0_5
POWER SIMULATION -- naive_a2_d0_5 [metric: # successes (count)]
==============================================================================
model: behavior ~ stim + day + stim:day + (1|rat) (success COUNT; day within-window)
model: behavior ~ stim + day + stim:day + (1|rat) (behavior = # successes (count); day within-window)
observed groups: stim n=3, control n=7 nrep=120, alpha=0.05
ground truth: stim:day=+6.96/day, rat SD=9.64, residual SD=12.11, days=6
ground truth: stim:day=+6.962/day, rat SD=9.643, residual SD=12.11, days=6
true stim:day interaction = +6.96 (100% of observed)
true stim:day interaction = +6.962 (100% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.43 | 0.85 <- observed
@@ -15,7 +15,7 @@ ground truth: stim:day=+6.96/day, rat SD=9.64, residual SD=12.11, days=6
16 | 1.00 | 1.00
24 | 1.00 | 1.00
true stim:day interaction = +3.48 (50% of observed)
true stim:day interaction = +3.481 (50% of observed)
N/group | per-animal power | LME power
------------------------------------------
3 | 0.12 | 0.31 <- observed
@@ -25,5 +25,4 @@ ground truth: stim:day=+6.96/day, rat SD=9.64, residual SD=12.11, days=6
16 | 0.90 | 0.89
24 | 0.97 | 0.99
Read the per-animal column as the honest power. At the observed N this study
is typically underpowered; per-animal power reaches ~0.8 only at larger N.
Read the per-animal column as the honest power; LME is optimistic (obs-level DF).