StateSpaceTimeSeries
====================

.. currentmodule:: causalpy.pymc_models

.. autoclass:: StateSpaceTimeSeries

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

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

   
   
   .. rubric:: Attributes

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