model =
Generalized linear mixed-effects model fit by PL
Model information:
Number of observations 2132
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
625.91 659.9 -306.96 613.91
Fixed effects coefficients (95% CIs):
Name Estimate SE tStat DF pValue Lower Upper
{'(Intercept)' } -1.2776 0.074863 -17.065 2128 2.6704e-61 -1.4244 -1.1307
{'genotype_WT' } 0.83883 0.10268 8.1691 2128 5.2674e-16 0.63746 1.0402
{'movement_headfixed' } 1.0333 0.21843 4.7307 2128 2.3846e-06 0.60497 1.4617
{'genotype_WT:movement_headfixed'} -1.1727 0.2403 -4.8802 2128 1.1383e-06 -1.644 -0.70148
Random effects covariance parameters:
Group: trial (24 Levels)
Name1 Name2 Type Estimate
{'(Intercept)'} {'(Intercept)'} {'std'} 0.19631
Group: Error
Name Estimate
{'sqrt(Dispersion)'} 0.27381