TransferFunctionLinearRegression
================================

.. currentmodule:: causalpy.pymc_models

.. autoclass:: TransferFunctionLinearRegression

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

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

   
   
   .. rubric:: Attributes

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