============================================================================== VARIATION: naive_boxa_d0_13 ============================================================================== model: behavior ~ stim + day + stim:day + (1|rat) (behavior = success COUNT) day = training day within window (0 = first analyzed day) treatment (stim=1): Electrode-Box-B2 control (stim=0): Electrode-Box-A, Electrode-Box-A2, Naive N = 11 rats, 138 sessions raw day coverage: treat 0..13, control 0..13 (equal day coverage over this window) ============================================================================== FULL MODEL SUMMARY -- fitlme ============================================================================== Linear mixed-effects model fit by ML Model information: Number of observations 138 Fixed effects coefficients 4 Random effects coefficients 11 Covariance parameters 2 Formula: behavior ~ 1 + day*stim + (1 | rat) Model fit statistics: AIC BIC LogLikelihood Deviance 1172.3 1189.8 -580.14 1160.3 Fixed effects coefficients (95% CIs): Name Estimate SE tStat DF pValue {'(Intercept)'} 15.925 4.1997 3.792 134 0.00022515 {'day' } 6.7124 0.401 16.739 134 1.2129e-34 {'stim' } 11.848 7.9908 1.4827 134 0.1405 {'day:stim' } 1.3064 0.75238 1.7363 134 0.084806 Lower Upper 7.619 24.231 5.9193 7.5055 -3.9564 27.652 -0.1817 2.7945 Random effects covariance parameters (95% CIs): Group: rat (11 Levels) Name1 Name2 Type Estimate {'(Intercept)'} {'(Intercept)'} {'std'} 8.76 Lower Upper 5.1941 14.774 Group: Error Name Estimate Lower Upper {'Res Std'} 15.18 13.424 17.167 effect t(df) / F(df1) p (resid) Satterthwaite: p (df) ---------------------------------------------------------------------------- stim x day (interaction) t(134)= 1.74 F(1)= 3.015 p=0.08481 p=0.08489 (df=129) day (learning) t(134)= 16.74 F(1)=280.201 p=1.213e-34 p=2.161e-34 (df=131) stim (main, window start) t(134)= 1.48 F(1)= 2.198 p=0.1405 p=0.1519 (df=23) interaction 95% CI: [-0.18, +2.79] HONEST LME (per-animal random slope, day|rat): interaction F(1,25.3)=2.32, p=0.1403 (Satterthwaite DF ~= residual on this random-intercept model; the random-slope model above is the honest learning-rate test -- DF collapses toward the animal count.) INTERPRETATION: stim x day interaction n.s. -- slopes parallel (no differential learning rate) (p=0.08481, slope diff=+1.31) Paper (N=24): interaction t(227)=2.68, F(1)=7.12, p=0.008.