statsmodels.genmod.bayes_mixed_glm.BayesMixedGLMResults¶

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

Class to hold results from a Bayesian estimation of a Mixed GLM model.

Attributes:¶

fe_meanarray_like

Posterior mean of the fixed effects coefficients.

fe_sdarray_like

Posterior standard deviation of the fixed effects coefficients

vcp_meanarray_like

Posterior mean of the logged variance component standard deviations.

vcp_sdarray_like

Posterior standard deviation of the logged variance component standard deviations.

vc_meanarray_like

Posterior mean of the random coefficients

vc_sdarray_like

Posterior standard deviation of the random coefficients

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()