TransferFunctionARRegression
============================

.. currentmodule:: causalpy.pymc_models

.. autoclass:: TransferFunctionARRegression

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

   
      TransferFunctionARRegression.__init__
      TransferFunctionARRegression.add_coord
      TransferFunctionARRegression.add_coords
      TransferFunctionARRegression.add_named_variable
      TransferFunctionARRegression.build_model
      TransferFunctionARRegression.calculate_cumulative_impact
      TransferFunctionARRegression.calculate_impact
      TransferFunctionARRegression.check_start_vals
      TransferFunctionARRegression.compile_d2logp
      TransferFunctionARRegression.compile_dlogp
      TransferFunctionARRegression.compile_fn
      TransferFunctionARRegression.compile_logp
      TransferFunctionARRegression.copy
      TransferFunctionARRegression.create_value_var
      TransferFunctionARRegression.d2logp
      TransferFunctionARRegression.debug
      TransferFunctionARRegression.dlogp
      TransferFunctionARRegression.eval_rv_shapes
      TransferFunctionARRegression.fit
      TransferFunctionARRegression.get_context
      TransferFunctionARRegression.initial_point
      TransferFunctionARRegression.logp
      TransferFunctionARRegression.logp_dlogp_function
      TransferFunctionARRegression.make_obs_var
      TransferFunctionARRegression.name_for
      TransferFunctionARRegression.name_of
      TransferFunctionARRegression.point_logps
      TransferFunctionARRegression.predict
      TransferFunctionARRegression.print_coefficients
      TransferFunctionARRegression.priors_from_data
      TransferFunctionARRegression.profile
      TransferFunctionARRegression.register_data_var
      TransferFunctionARRegression.register_rv
      TransferFunctionARRegression.replace_rvs_by_values
      TransferFunctionARRegression.score
      TransferFunctionARRegression.set_data
      TransferFunctionARRegression.set_dim
      TransferFunctionARRegression.set_initval
      TransferFunctionARRegression.shape_from_dims
      TransferFunctionARRegression.to_graphviz
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~TransferFunctionARRegression.basic_RVs
      ~TransferFunctionARRegression.continuous_value_vars
      ~TransferFunctionARRegression.coords
      ~TransferFunctionARRegression.datalogp
      ~TransferFunctionARRegression.default_priors
      ~TransferFunctionARRegression.dim_lengths
      ~TransferFunctionARRegression.discrete_value_vars
      ~TransferFunctionARRegression.isroot
      ~TransferFunctionARRegression.observedlogp
      ~TransferFunctionARRegression.parent
      ~TransferFunctionARRegression.potentiallogp
      ~TransferFunctionARRegression.prefix
      ~TransferFunctionARRegression.root
      ~TransferFunctionARRegression.unobserved_RVs
      ~TransferFunctionARRegression.unobserved_value_vars
      ~TransferFunctionARRegression.value_vars
      ~TransferFunctionARRegression.varlogp
      ~TransferFunctionARRegression.varlogp_nojac