statsmodels.discrete.discrete_model
===================================

.. automodule:: statsmodels.discrete.discrete_model

   
   
   Functions
   ---------
   .. autosummary::
      :toctree:

   
      approx_fprime
      approx_fprime_cs
      approx_hess
      approx_hess_cs
      fit_l1_slsqp
      handle_data
   
   

   
   
   Classes
   ---------
   .. autosummary::
      :toctree:generated/
      :template:class_custom.rst

   
      BinaryModel
      BinaryResults
      BinaryResultsWrapper
      CountModel
      CountResults
      CountResultsWrapper
      DiscreteModel
      DiscreteResults
      L1BinaryResults
      L1BinaryResultsWrapper
      L1CountResults
      L1CountResultsWrapper
      L1MultinomialResults
      L1MultinomialResultsWrapper
      L1NegativeBinomialResults
      L1NegativeBinomialResultsWrapper
      L1PoissonResults
      L1PoissonResultsWrapper
      Logit
      LogitResults
      MNLogit
      MultinomialModel
      MultinomialResults
      MultinomialResultsWrapper
      NegativeBinomial
      NegativeBinomialResults
      NegativeBinomialResultsWrapper
      OLS
      OrderedModel
      OrderedResults
      OrderedResultsWrapper
      Poisson
      PoissonResults
      PoissonResultsWrapper
      Probit
      ProbitResults
      resettable_cache

   .. toctree::
       :maxdepth: 1
       :hidden:

   
       generated/statsmodels.discrete.discrete_model.BinaryModel
       generated/statsmodels.discrete.discrete_model.BinaryResults
       generated/statsmodels.discrete.discrete_model.BinaryResultsWrapper
       generated/statsmodels.discrete.discrete_model.CountModel
       generated/statsmodels.discrete.discrete_model.CountResults
       generated/statsmodels.discrete.discrete_model.CountResultsWrapper
       generated/statsmodels.discrete.discrete_model.DiscreteModel
       generated/statsmodels.discrete.discrete_model.DiscreteResults
       generated/statsmodels.discrete.discrete_model.L1BinaryResults
       generated/statsmodels.discrete.discrete_model.L1BinaryResultsWrapper
       generated/statsmodels.discrete.discrete_model.L1CountResults
       generated/statsmodels.discrete.discrete_model.L1CountResultsWrapper
       generated/statsmodels.discrete.discrete_model.L1MultinomialResults
       generated/statsmodels.discrete.discrete_model.L1MultinomialResultsWrapper
       generated/statsmodels.discrete.discrete_model.L1NegativeBinomialResults
       generated/statsmodels.discrete.discrete_model.L1NegativeBinomialResultsWrapper
       generated/statsmodels.discrete.discrete_model.L1PoissonResults
       generated/statsmodels.discrete.discrete_model.L1PoissonResultsWrapper
       generated/statsmodels.discrete.discrete_model.Logit
       generated/statsmodels.discrete.discrete_model.LogitResults
       generated/statsmodels.discrete.discrete_model.MNLogit
       generated/statsmodels.discrete.discrete_model.MultinomialModel
       generated/statsmodels.discrete.discrete_model.MultinomialResults
       generated/statsmodels.discrete.discrete_model.MultinomialResultsWrapper
       generated/statsmodels.discrete.discrete_model.NegativeBinomial
       generated/statsmodels.discrete.discrete_model.NegativeBinomialResults
       generated/statsmodels.discrete.discrete_model.NegativeBinomialResultsWrapper
       generated/statsmodels.discrete.discrete_model.OLS
       generated/statsmodels.discrete.discrete_model.OrderedModel
       generated/statsmodels.discrete.discrete_model.OrderedResults
       generated/statsmodels.discrete.discrete_model.OrderedResultsWrapper
       generated/statsmodels.discrete.discrete_model.Poisson
       generated/statsmodels.discrete.discrete_model.PoissonResults
       generated/statsmodels.discrete.discrete_model.PoissonResultsWrapper
       generated/statsmodels.discrete.discrete_model.Probit
       generated/statsmodels.discrete.discrete_model.ProbitResults
       generated/statsmodels.discrete.discrete_model.resettable_cache

   
   

   
   
   Exceptions
   ----------
   .. autosummary::
      :toctree:

   
      PerfectSeparationError