============================================================================== PAPER LME REPLICATION -- mergeA2 ============================================================================== model: behavior ~ stim + day + stim:day + (1|rat) [stim: Electrode-Box-B2=1 vs Electrode-Box-A2=0] N = 8 rats, 109 sessions (day raw; day 0 = paper "Day 1") day coverage: stim(B2) 0..22, control(A2) 0..14 ** WARNING: unequal day coverage -- the full-range stim:day interaction extrapolates the control group's line and is CONFOUNDED here (the paper's groups had equal coverage). See the _d0_13 fair-window and phased analyses. ** ============================================================================== FULL MODEL SUMMARY -- fitlme: behavior ~ stim + day + stim:day + (1|rat) ============================================================================== Linear mixed-effects model fit by ML Model information: Number of observations 109 Fixed effects coefficients 4 Random effects coefficients 8 Covariance parameters 2 Formula: behavior ~ 1 + day*stim + (1 | rat) Model fit statistics: AIC BIC LogLikelihood Deviance 962.68 978.83 -475.34 950.68 Fixed effects coefficients (95% CIs): Name Estimate SE tStat DF pValue {'(Intercept)'} 20.701 4.9127 4.2138 105 5.3256e-05 {'day' } 6.8599 0.69872 9.8178 105 1.5726e-16 {'stim' } 22.092 6.4372 3.4319 105 0.00085848 {'day:stim' } -2.1793 0.81821 -2.6635 105 0.0089525 Lower Upper 10.96 30.442 5.4745 8.2453 9.3279 34.855 -3.8016 -0.55692 Random effects covariance parameters (95% CIs): Group: rat (8 Levels) Name1 Name2 Type Estimate {'(Intercept)'} {'(Intercept)'} {'std'} 2.1043e-15 Lower Upper NaN NaN Group: Error Name Estimate Lower Upper {'Res Std'} 18.954 16.597 21.644 effect t (df) F (df1) p ------------------------------------------------------------------ stim x day (interaction) t(105)= -2.66 F(1)= 7.094 p=0.008953 day (learning) t(105)= 9.82 F(1)= 96.388 p=1.573e-16 stim (main, Day 1) t(105)= 3.43 F(1)= 11.778 p=0.0008585 interaction 95% CI: [-3.80, -0.56] Paper (N=24): interaction t(227)=2.68, F(1)=7.12, p=0.008; day t(227)=9.64, F(1)=267.64, p=1.2e-18; stim t(227)=0.23, F(1)=0.053, p=0.81.