BaseDelayedSaturatedMMM
=======================

.. currentmodule:: pymc_marketing.mmm.delayed_saturated_mmm

.. autoclass:: BaseDelayedSaturatedMMM

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

   
      BaseDelayedSaturatedMMM.__init__
      BaseDelayedSaturatedMMM.build_model
      BaseDelayedSaturatedMMM.channel_contributions_forward_pass
      BaseDelayedSaturatedMMM.compute_channel_contribution_original_scale
      BaseDelayedSaturatedMMM.compute_channel_curve_optimization_parameters_original_scale
      BaseDelayedSaturatedMMM.compute_mean_contributions_over_time
      BaseDelayedSaturatedMMM.fit
      BaseDelayedSaturatedMMM.get_errors
      BaseDelayedSaturatedMMM.get_params
      BaseDelayedSaturatedMMM.get_target_transformer
      BaseDelayedSaturatedMMM.graphviz
      BaseDelayedSaturatedMMM.load
      BaseDelayedSaturatedMMM.optimize_channel_budget_for_maximum_contribution
      BaseDelayedSaturatedMMM.plot_budget_scenearios
      BaseDelayedSaturatedMMM.plot_channel_contribution_share_hdi
      BaseDelayedSaturatedMMM.plot_channel_parameter
      BaseDelayedSaturatedMMM.plot_components_contributions
      BaseDelayedSaturatedMMM.plot_direct_contribution_curves
      BaseDelayedSaturatedMMM.plot_errors
      BaseDelayedSaturatedMMM.plot_grouped_contribution_breakdown_over_time
      BaseDelayedSaturatedMMM.plot_posterior_predictive
      BaseDelayedSaturatedMMM.plot_prior_predictive
      BaseDelayedSaturatedMMM.plot_waterfall_components_decomposition
      BaseDelayedSaturatedMMM.predict
      BaseDelayedSaturatedMMM.predict_posterior
      BaseDelayedSaturatedMMM.predict_proba
      BaseDelayedSaturatedMMM.preprocess
      BaseDelayedSaturatedMMM.sample_posterior_predictive
      BaseDelayedSaturatedMMM.sample_prior_predictive
      BaseDelayedSaturatedMMM.save
      BaseDelayedSaturatedMMM.set_idata_attrs
      BaseDelayedSaturatedMMM.set_params
      BaseDelayedSaturatedMMM.validate
      BaseDelayedSaturatedMMM.validate_channel_columns
      BaseDelayedSaturatedMMM.validate_date_col
      BaseDelayedSaturatedMMM.validate_target
   
   

   
   
   .. rubric:: Attributes

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