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

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

cov_params
summary