LinearRegression
================

.. currentmodule:: causalpy.pymc_models

.. autoclass:: LinearRegression

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

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

   
   
   .. rubric:: Attributes

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