============================================================================== POWER SIMULATION -- unmerge_d0_5 [metric: # successes (count)] ============================================================================== model: behavior ~ stim + day + stim:day + (1|rat) (behavior = # successes (count); day within-window) observed groups: stim n=3, control n=3 nrep=120, alpha=0.05 ground truth: stim:day=+5.362/day, rat SD=4.853, residual SD=10.7, days=6 true stim:day interaction = +5.362 (100% of observed) N/group | per-animal power | LME power ------------------------------------------ 3 | 0.35 | 0.73 <- observed 5 | 0.78 | 0.90 8 | 0.97 | 0.97 12 | 1.00 | 1.00 16 | 1.00 | 1.00 24 | 1.00 | 1.00 true stim:day interaction = +2.681 (50% of observed) N/group | per-animal power | LME power ------------------------------------------ 3 | 0.11 | 0.24 <- observed 5 | 0.25 | 0.37 8 | 0.44 | 0.46 12 | 0.68 | 0.72 16 | 0.79 | 0.81 24 | 0.95 | 0.94 Read the per-animal column as the honest power; LME is optimistic (obs-level DF).