============================================================================== VARIATION: boxa_b2_d0_5 ============================================================================== 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-A, Electrode-Box-B2 control (stim=0): Electrode-Box-A2 N = 7 rats, 42 sessions raw day coverage: treat 0..5, control 0..5 (equal day coverage over this window) ============================================================================== FULL MODEL SUMMARY -- fitlme ============================================================================== Linear mixed-effects model fit by ML Model information: Number of observations 42 Fixed effects coefficients 4 Random effects coefficients 7 Covariance parameters 2 Formula: behavior ~ 1 + day*stim + (1 | rat) Model fit statistics: AIC BIC LogLikelihood Deviance 341.62 352.04 -164.81 329.62 Fixed effects coefficients (95% CIs): Name Estimate SE tStat DF pValue {'(Intercept)'} 12.524 5.8127 2.1546 38 0.037599 {'day' } 9.8571 1.5596 6.3204 38 2.0711e-07 {'stim' } -4.7262 7.6895 -0.61463 38 0.54246 {'day:stim' } 4.7071 2.0631 2.2816 38 0.028206 Lower Upper 0.75663 24.291 6.6999 13.014 -20.293 10.84 0.53057 8.8837 Random effects covariance parameters (95% CIs): Group: rat (7 Levels) Name1 Name2 Type Estimate {'(Intercept)'} {'(Intercept)'} {'std'} 5.8715 Lower Upper 2.486 13.868 Group: Error Name Estimate Lower Upper {'Res Std'} 11.3 8.9402 14.283 effect t(df) / F(df1) p (resid) Satterthwaite: p (df) ---------------------------------------------------------------------------- stim x day (interaction) t(38)= 2.28 F(1)= 5.206 p=0.02821 p=0.02871 (df=35) day (learning) t(38)= 6.32 F(1)= 39.947 p=2.071e-07 p=2.928e-07 (df=35) stim (main, window start) t(38)= -0.61 F(1)= 0.378 p=0.5425 p=0.5456 (df=20) interaction 95% CI: [+0.53, +8.88] HONEST LME (per-animal random slope, day|rat): interaction F(1,7.0)=2.92, p=0.131 (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 SIGNIFICANT positive -- treatment improves FASTER (benefit accumulates) (p=0.02821, slope diff=+4.71) Paper (N=24): interaction t(227)=2.68, F(1)=7.12, p=0.008.