model =
Generalized linear mixed-effects model fit by PL
Model information:
Number of observations 222
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
-63.848 -43.432 37.924 -75.848
Fixed effects coefficients (95% CIs):
Name Estimate SE tStat DF pValue Lower Upper
{'(Intercept)' } -1.2349 0.11034 -11.192 218 2.8664e-23 -1.4524 -1.0175
{'genotype_WT' } -0.43662 0.15083 -2.8947 218 0.0041806 -0.7339 -0.13934
{'movement_headfixed' } 0.50218 0.31344 1.6021 218 0.11057 -0.11559 1.1199
{'genotype_WT:movement_headfixed'} -0.079606 0.34646 -0.22977 218 0.81849 -0.76245 0.60324
Random effects covariance parameters:
Group: trial (24 Levels)
Name1 Name2 Type Estimate
{'(Intercept)'} {'(Intercept)'} {'std'} 0.28605
Group: Error
Name Estimate
{'sqrt(Dispersion)'} 0.17238