MVITS
=====

.. currentmodule:: pymc_marketing.customer_choice.mv_its

.. autoclass:: MVITS

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      MVITS.__init__
      MVITS.attrs_to_init_kwargs
      MVITS.build_from_idata
      MVITS.build_model
      MVITS.calculate_counterfactual
      MVITS.causal_impact
      MVITS.create_fit_data
      MVITS.create_idata_attrs
      MVITS.fit
      MVITS.graphviz
      MVITS.inform_default_prior
      MVITS.load
      MVITS.load_from_idata
      MVITS.plot_causal_impact_market_share
      MVITS.plot_causal_impact_sales
      MVITS.plot_counterfactual
      MVITS.plot_data
      MVITS.plot_fit
      MVITS.post_sample_model_transformation
      MVITS.predict
      MVITS.predict_posterior
      MVITS.predict_proba
      MVITS.sample
      MVITS.sample_posterior_predictive
      MVITS.sample_prior_predictive
      MVITS.save
      MVITS.set_idata_attrs
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MVITS.X
      ~MVITS.default_model_config
      ~MVITS.default_sampler_config
      ~MVITS.fit_result
      ~MVITS.id
      ~MVITS.output_var
      ~MVITS.posterior
      ~MVITS.posterior_predictive
      ~MVITS.predictions
      ~MVITS.prior
      ~MVITS.prior_predictive
      ~MVITS.version
      ~MVITS.y