============================================================================== POWER SIMULATION -- right_only_d6_10 ============================================================================== model: behavior ~ stim + day + stim:day + (1|rat) (success COUNT; day within-window) observed groups: stim n=4, control n=2 nrep=120, alpha=0.05 ground truth: stim:day=+2.42/day, rat SD=5.71, residual SD=8.18, days=5 true stim:day interaction = +2.42 (100% of observed) N/group | per-animal power | LME power ------------------------------------------ 3 | 0.06 | 0.25 5 | 0.25 | 0.33 8 | 0.38 | 0.44 12 | 0.53 | 0.57 16 | 0.71 | 0.74 24 | 0.94 | 0.94 true stim:day interaction = +1.21 (50% of observed) N/group | per-animal power | LME power ------------------------------------------ 3 | 0.07 | 0.12 5 | 0.11 | 0.14 8 | 0.09 | 0.14 12 | 0.18 | 0.20 16 | 0.23 | 0.23 24 | 0.40 | 0.47 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.