statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults

class statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults(model, params, cov_params, optim_retvals=None)[source]
fe_mean

Posterior mean of the fixed effects coefficients.

Type:array-like
fe_sd

Posterior standard deviation of the fixed effects coefficients

Type:array-like
vcp_mean

Posterior mean of the logged variance component standard deviations.

Type:array-like
vcp_sd

Posterior standard deviation of the logged variance component standard deviations.

Type:array-like
vc_mean

Posterior mean of the random coefficients

Type:array-like
vc_sd

Posterior standard deviation of the random coefficients

Type:array-like

Methods

cov_params()
predict([exog, linear]) Return predicted values for the mean structure.
random_effects([term]) Posterior mean and standard deviation of random effects.
summary()