statsmodels.genmod.generalized\_linear\_model.GLM
=================================================

.. currentmodule:: statsmodels.genmod.generalized_linear_model

.. autoclass:: GLM
   :exclude-members: estimate_scale,estimate_tweedie_power,fit,fit_constrained,fit_regularized,from_formula,get_distribution,hessian,hessian_factor,information,initialize,loglike,loglike_mu,predict,score,score_factor,score_obs,score_test,

   
   
   .. rubric:: Methods

   .. autosummary::
      :toctree:

      ~GLM.estimate_scale
      ~GLM.estimate_tweedie_power
      ~GLM.fit
      ~GLM.fit_constrained
      ~GLM.fit_regularized
      ~GLM.from_formula
      ~GLM.get_distribution
      ~GLM.hessian
      ~GLM.hessian_factor
      ~GLM.information
      ~GLM.initialize
      ~GLM.loglike
      ~GLM.loglike_mu
      ~GLM.predict
      ~GLM.score
      ~GLM.score_factor
      ~GLM.score_obs
      ~GLM.score_test
   
   
   

   
   
   .. rubric:: Properties

   .. autosummary::
      :toctree:

      ~GLM.endog_names
      ~GLM.exog_names