BayesianSARIMAX
===============

.. currentmodule:: pymc_extras.statespace.models

.. autoclass:: BayesianSARIMAX

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~BayesianSARIMAX.__init__
      ~BayesianSARIMAX.add_default_priors
      ~BayesianSARIMAX.build_statespace_graph
      ~BayesianSARIMAX.default_coords
      ~BayesianSARIMAX.forecast
      ~BayesianSARIMAX.impulse_response_function
      ~BayesianSARIMAX.make_and_register_data
      ~BayesianSARIMAX.make_and_register_variable
      ~BayesianSARIMAX.make_symbolic_graph
      ~BayesianSARIMAX.sample_conditional_posterior
      ~BayesianSARIMAX.sample_conditional_prior
      ~BayesianSARIMAX.sample_filter_outputs
      ~BayesianSARIMAX.sample_statespace_matrices
      ~BayesianSARIMAX.sample_unconditional_posterior
      ~BayesianSARIMAX.sample_unconditional_prior
      ~BayesianSARIMAX.set_coords
      ~BayesianSARIMAX.set_data_info
      ~BayesianSARIMAX.set_parameters
      ~BayesianSARIMAX.set_shocks
      ~BayesianSARIMAX.set_states
      ~BayesianSARIMAX.unpack_statespace
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~BayesianSARIMAX.coords
      ~BayesianSARIMAX.data_info
      ~BayesianSARIMAX.data_names
      ~BayesianSARIMAX.default_priors
      ~BayesianSARIMAX.n_timesteps
      ~BayesianSARIMAX.observed_states
      ~BayesianSARIMAX.param_dims
      ~BayesianSARIMAX.param_info
      ~BayesianSARIMAX.param_names
      ~BayesianSARIMAX.shock_names
      ~BayesianSARIMAX.state_names