============================================================================== POWER SIMULATION -- right_only_d0_13 ============================================================================== model: behavior ~ stim + day + stim:day + (1|rat) (success COUNT; day within-window) observed groups: stim n=4, control n=3 nrep=120, alpha=0.05 ground truth: stim:day=+1.70/day, rat SD=0.00, residual SD=14.12, days=14 true stim:day interaction = +1.70 (100% of observed) N/group | per-animal power | LME power ------------------------------------------ 3 | 0.28 | 0.67 <- observed 5 | 0.67 | 0.82 8 | 0.92 | 0.94 12 | 1.00 | 1.00 16 | 1.00 | 1.00 24 | 1.00 | 1.00 true stim:day interaction = +0.85 (50% of observed) N/group | per-animal power | LME power ------------------------------------------ 3 | 0.15 | 0.24 <- observed 5 | 0.23 | 0.28 8 | 0.48 | 0.53 12 | 0.56 | 0.62 16 | 0.75 | 0.82 24 | 0.87 | 0.85 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.