============================================================================== PAPER LME REPLICATION -- mergeB2 ============================================================================== 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..13 ** 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 967.24 983.39 -477.62 955.24 Fixed effects coefficients (95% CIs): Name Estimate SE tStat DF pValue {'(Intercept)'} 21.7 5.9981 3.6178 105 0.00045861 {'day' } 6.4863 0.9412 6.8916 105 4.2336e-10 {'stim' } 17.493 7.1288 2.4538 105 0.015779 {'day:stim' } -1.4651 1.025 -1.4294 105 0.15586 Lower Upper 9.8069 33.593 4.6201 8.3526 3.3578 31.628 -3.4974 0.56726 Random effects covariance parameters (95% CIs): Group: rat (8 Levels) Name1 Name2 Type Estimate {'(Intercept)'} {'(Intercept)'} {'std'} 2.1487e-15 Lower Upper NaN NaN Group: Error Name Estimate Lower Upper {'Res Std'} 19.354 16.948 22.101 effect t (df) F (df1) p ------------------------------------------------------------------ stim x day (interaction) t(105)= -1.43 F(1)= 2.043 p=0.1559 day (learning) t(105)= 6.89 F(1)= 47.494 p=4.234e-10 stim (main, Day 1) t(105)= 2.45 F(1)= 6.021 p=0.01578 interaction 95% CI: [-3.50, +0.57] 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.