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
100.47 155.18 -29.233 58.466
Fixed effects coefficients (95% CIs):
Name Estimate SE tStat DF pValue Lower Upper
{'(Intercept)' } 4.381 0.077587 56.466 95 6.8318e-75 4.227 4.5351
{'Conditions_Ecpost'} -0.06523 0.11081 -0.58864 95 0.5575 -0.28522 0.15476
{'Conditions_Ecpre' } -0.17233 0.11664 -1.4774 95 0.14287 -0.40389 0.059232
{'Conditions_Eopre' } -0.15847 0.11098 -1.4279 95 0.15661 -0.37879 0.061858
{'Conditions_M' } -0.17606 0.1399 -1.2585 95 0.21131 -0.45378 0.10167
Random effects covariance parameters:
Group: SubjectID (20 Levels)
Name1 Name2 Type Estimate
{'(Intercept)' } {'(Intercept)' } {'std' } 0.28414
{'Conditions_Ecpost'} {'(Intercept)' } {'corr'} -0.90599
{'Conditions_Ecpre' } {'(Intercept)' } {'corr'} -0.61315
{'Conditions_Eopre' } {'(Intercept)' } {'corr'} -0.76753
{'Conditions_M' } {'(Intercept)' } {'corr'} -0.76656
{'Conditions_Ecpost'} {'Conditions_Ecpost'} {'std' } 0.40777
{'Conditions_Ecpre' } {'Conditions_Ecpost'} {'corr'} 0.70285
{'Conditions_Eopre' } {'Conditions_Ecpost'} {'corr'} 0.70259
{'Conditions_M' } {'Conditions_Ecpost'} {'corr'} 0.9638
{'Conditions_Ecpre' } {'Conditions_Ecpre' } {'std' } 0.43906
{'Conditions_Eopre' } {'Conditions_Ecpre' } {'corr'} 0.72624
{'Conditions_M' } {'Conditions_Ecpre' } {'corr'} 0.74532
{'Conditions_Eopre' } {'Conditions_Eopre' } {'std' } 0.40867
{'Conditions_M' } {'Conditions_Eopre' } {'corr'} 0.64461
{'Conditions_M' } {'Conditions_M' } {'std' } 0.55866
Group: Error
Name Estimate
{'sqrt(Dispersion)'} 0.19915