statsmodels.genmod.generalized_linear_model.GLM
===============================================

.. currentmodule:: statsmodels.genmod.generalized_linear_model

.. autoclass:: GLM

   

   
   .. 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:: Attributes

   .. autosummary::
   
      ~GLM.endog_names
      ~GLM.exog_names