BaseValidateMMM
===============

.. currentmodule:: pymc_marketing.mmm.base

.. autoclass:: BaseValidateMMM

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      BaseValidateMMM.__init__
      BaseValidateMMM.attrs_to_init_kwargs
      BaseValidateMMM.build_from_idata
      BaseValidateMMM.build_model
      BaseValidateMMM.compute_channel_contribution_original_scale
      BaseValidateMMM.compute_mean_contributions_over_time
      BaseValidateMMM.create_fit_data
      BaseValidateMMM.create_idata_attrs
      BaseValidateMMM.fit
      BaseValidateMMM.get_channel_contribution_share_samples
      BaseValidateMMM.get_errors
      BaseValidateMMM.get_target_transformer
      BaseValidateMMM.graphviz
      BaseValidateMMM.load
      BaseValidateMMM.load_from_idata
      BaseValidateMMM.plot_channel_contribution_share_hdi
      BaseValidateMMM.plot_components_contributions
      BaseValidateMMM.plot_errors
      BaseValidateMMM.plot_grouped_contribution_breakdown_over_time
      BaseValidateMMM.plot_posterior_predictive
      BaseValidateMMM.plot_prior_predictive
      BaseValidateMMM.plot_prior_vs_posterior
      BaseValidateMMM.plot_waterfall_components_decomposition
      BaseValidateMMM.post_sample_model_transformation
      BaseValidateMMM.predict
      BaseValidateMMM.predict_posterior
      BaseValidateMMM.predict_proba
      BaseValidateMMM.preprocess
      BaseValidateMMM.sample_posterior_predictive
      BaseValidateMMM.sample_prior_predictive
      BaseValidateMMM.save
      BaseValidateMMM.set_idata_attrs
      BaseValidateMMM.validate
      BaseValidateMMM.validate_channel_columns
      BaseValidateMMM.validate_date_col
      BaseValidateMMM.validate_target
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~BaseValidateMMM.X
      ~BaseValidateMMM.default_model_config
      ~BaseValidateMMM.default_sampler_config
      ~BaseValidateMMM.fit_result
      ~BaseValidateMMM.id
      ~BaseValidateMMM.methods
      ~BaseValidateMMM.output_var
      ~BaseValidateMMM.posterior
      ~BaseValidateMMM.posterior_predictive
      ~BaseValidateMMM.predictions
      ~BaseValidateMMM.preprocessing_methods
      ~BaseValidateMMM.prior
      ~BaseValidateMMM.prior_predictive
      ~BaseValidateMMM.validation_methods
      ~BaseValidateMMM.version
      ~BaseValidateMMM.y
      ~BaseValidateMMM.model
      ~BaseValidateMMM.date_column
      ~BaseValidateMMM.channel_columns