BayesianBasisExpansionTimeSeries
================================

.. currentmodule:: causalpy.pymc_models

.. autoclass:: BayesianBasisExpansionTimeSeries

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

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

   
   
   .. rubric:: Attributes

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