statsmodels.tsa.arima.model.ARIMA
=================================

.. currentmodule:: statsmodels.tsa.arima.model

.. autoclass:: ARIMA
   :exclude-members:

   
   
   .. rubric:: Methods

   .. autosummary::
      :toctree: generated/

      ~ARIMA.clone
      ~ARIMA.filter
      ~ARIMA.fit
      ~ARIMA.fit_constrained
      ~ARIMA.fix_params
      ~ARIMA.from_formula
      ~ARIMA.handle_params
      ~ARIMA.hessian
      ~ARIMA.impulse_responses
      ~ARIMA.information
      ~ARIMA.initialize
      ~ARIMA.initialize_approximate_diffuse
      ~ARIMA.initialize_default
      ~ARIMA.initialize_known
      ~ARIMA.initialize_statespace
      ~ARIMA.initialize_stationary
      ~ARIMA.loglike
      ~ARIMA.loglikeobs
      ~ARIMA.observed_information_matrix
      ~ARIMA.opg_information_matrix
      ~ARIMA.predict
      ~ARIMA.prepare_data
      ~ARIMA.score
      ~ARIMA.score_obs
      ~ARIMA.set_conserve_memory
      ~ARIMA.set_filter_method
      ~ARIMA.set_inversion_method
      ~ARIMA.set_smoother_output
      ~ARIMA.set_stability_method
      ~ARIMA.simulate
      ~ARIMA.simulation_smoother
      ~ARIMA.smooth
      ~ARIMA.transform_jacobian
      ~ARIMA.transform_params
      ~ARIMA.untransform_params
      ~ARIMA.update
   
   
   
   
   
   .. rubric:: Properties

   .. autosummary::
      :toctree: generated/

      ~ARIMA.endog_names
      ~ARIMA.exog_names
      ~ARIMA.initial_design
      ~ARIMA.initial_selection
      ~ARIMA.initial_state_intercept
      ~ARIMA.initial_transition
      ~ARIMA.initial_variance
      ~ARIMA.initialization
      ~ARIMA.loglikelihood_burn
      ~ARIMA.model_latex_names
      ~ARIMA.model_names
      ~ARIMA.model_orders
      ~ARIMA.param_names
      ~ARIMA.param_terms
      ~ARIMA.params_complete
      ~ARIMA.start_params
      ~ARIMA.state_names
      ~ARIMA.tolerance