glme =
Generalized linear mixed-effects model fit by PL
Model information:
Number of observations 100
Fixed effects coefficients 5
Random effects coefficients 100
Covariance parameters 16
Distribution Normal
Link Identity
FitMethod MPL
Formula:
Entropy ~ 1 + Conditions + (1 + Conditions | SubjectID)
Model fit statistics:
AIC BIC LogLikelihood Deviance
84.704 139.41 -21.352 42.704
Fixed effects coefficients (95% CIs):
Name Estimate SE tStat DF pValue Lower Upper
{'(Intercept)' } 4.2681 0.083585 51.063 95 7.1291e-71 4.1022 4.4341
{'Conditions_Ecpost'} 0.044175 0.091441 0.4831 95 0.63014 -0.13736 0.22571
{'Conditions_Ecpre' } 0.083503 0.1141 0.73184 95 0.46607 -0.14302 0.31002
{'Conditions_Eopre' } 0.16383 0.10291 1.592 95 0.1147 -0.040465 0.36812
{'Conditions_M' } 0.16587 0.092189 1.7992 95 0.075155 -0.017148 0.34889
Random effects covariance parameters:
Group: SubjectID (20 Levels)
Name1 Name2 Type Estimate
{'(Intercept)' } {'(Intercept)' } {'std' } 0.32201
{'Conditions_Ecpost'} {'(Intercept)' } {'corr'} -0.80199
{'Conditions_Ecpre' } {'(Intercept)' } {'corr'} -0.58204
{'Conditions_Eopre' } {'(Intercept)' } {'corr'} -0.74773
{'Conditions_M' } {'(Intercept)' } {'corr'} -0.71406
{'Conditions_Ecpost'} {'Conditions_Ecpost'} {'std' } 0.30846
{'Conditions_Ecpre' } {'Conditions_Ecpost'} {'corr'} 0.50373
{'Conditions_Eopre' } {'Conditions_Ecpost'} {'corr'} 0.60234
{'Conditions_M' } {'Conditions_Ecpost'} {'corr'} 0.96059
{'Conditions_Ecpre' } {'Conditions_Ecpre' } {'std' } 0.43393
{'Conditions_Eopre' } {'Conditions_Ecpre' } {'corr'} 0.92627
{'Conditions_M' } {'Conditions_Ecpre' } {'corr'} 0.34072
{'Conditions_Eopre' } {'Conditions_Eopre' } {'std' } 0.37377
{'Conditions_M' } {'Conditions_Eopre' } {'corr'} 0.39372
{'Conditions_M' } {'Conditions_M' } {'std' } 0.31287
Group: Error
Name Estimate
{'sqrt(Dispersion)'} 0.18985