model =
Generalized linear mixed-effects model fit by PL
Model information:
Number of observations 1723
Fixed effects coefficients 4
Random effects coefficients 24
Covariance parameters 2
Distribution Normal
Link Identity
FitMethod MPL
Formula:
bandpower ~ 1 + genotype*movement + (1 | trial)
Model fit statistics:
AIC BIC LogLikelihood Deviance
-221.1 -188.39 116.55 -233.1
Fixed effects coefficients (95% CIs):
Name Estimate SE tStat DF pValue Lower Upper
{'(Intercept)' } -0.74859 0.052543 -14.247 1719 1.2788e-43 -0.85165 -0.64554
{'genotype_WT' } -0.43409 0.072014 -6.0278 1719 2.0293e-09 -0.57533 -0.29284
{'movement_headfixed' } -0.55924 0.14894 -3.7547 1719 0.00017929 -0.85137 -0.26711
{'genotype_WT:movement_headfixed'} 0.61316 0.16469 3.7232 1719 0.00020307 0.29015 0.93617
Random effects covariance parameters:
Group: trial (24 Levels)
Name1 Name2 Type Estimate
{'(Intercept)'} {'(Intercept)'} {'std'} 0.13676
Group: Error
Name Estimate
{'sqrt(Dispersion)'} 0.22112