MMM
===

.. currentmodule:: pymc_marketing.mmm.multidimensional

.. autoclass:: MMM

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      MMM.__init__
      MMM.add_events
      MMM.add_lift_test_measurements
      MMM.add_original_scale_contribution_variable
      MMM.attrs_to_init_kwargs
      MMM.build_from_idata
      MMM.build_model
      MMM.create_fit_data
      MMM.create_idata_attrs
      MMM.fit
      MMM.forward_pass
      MMM.get_scales_as_xarray
      MMM.graphviz
      MMM.load
      MMM.load_from_idata
      MMM.post_sample_model_transformation
      MMM.predict
      MMM.predict_posterior
      MMM.predict_proba
      MMM.sample_posterior_predictive
      MMM.sample_prior_predictive
      MMM.save
      MMM.set_idata_attrs
   
   

   
   
   .. rubric:: Attributes

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