InstrumentalVariableRegression
==============================

.. currentmodule:: causalpy.pymc_models

.. autoclass:: InstrumentalVariableRegression

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

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

   
   
   .. rubric:: Attributes

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