DelayedSaturatedMMM
===================

.. currentmodule:: pymc_marketing.mmm.delayed_saturated_mmm

.. autoclass:: DelayedSaturatedMMM

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

   
      DelayedSaturatedMMM.__init__
      DelayedSaturatedMMM.add_lift_test_measurements
      DelayedSaturatedMMM.build_model
      DelayedSaturatedMMM.channel_contributions_forward_pass
      DelayedSaturatedMMM.compute_channel_contribution_original_scale
      DelayedSaturatedMMM.compute_channel_curve_optimization_parameters_original_scale
      DelayedSaturatedMMM.compute_mean_contributions_over_time
      DelayedSaturatedMMM.fit
      DelayedSaturatedMMM.get_channel_contributions_forward_pass_grid
      DelayedSaturatedMMM.get_errors
      DelayedSaturatedMMM.get_params
      DelayedSaturatedMMM.get_target_transformer
      DelayedSaturatedMMM.graphviz
      DelayedSaturatedMMM.load
      DelayedSaturatedMMM.max_abs_scale_channel_data
      DelayedSaturatedMMM.max_abs_scale_target_data
      DelayedSaturatedMMM.new_spend_contributions
      DelayedSaturatedMMM.optimize_channel_budget_for_maximum_contribution
      DelayedSaturatedMMM.plot_budget_scenearios
      DelayedSaturatedMMM.plot_channel_contribution_share_hdi
      DelayedSaturatedMMM.plot_channel_contributions_grid
      DelayedSaturatedMMM.plot_channel_parameter
      DelayedSaturatedMMM.plot_components_contributions
      DelayedSaturatedMMM.plot_direct_contribution_curves
      DelayedSaturatedMMM.plot_errors
      DelayedSaturatedMMM.plot_grouped_contribution_breakdown_over_time
      DelayedSaturatedMMM.plot_new_spend_contributions
      DelayedSaturatedMMM.plot_posterior_predictive
      DelayedSaturatedMMM.plot_prior_predictive
      DelayedSaturatedMMM.plot_waterfall_components_decomposition
      DelayedSaturatedMMM.predict
      DelayedSaturatedMMM.predict_posterior
      DelayedSaturatedMMM.predict_proba
      DelayedSaturatedMMM.preprocess
      DelayedSaturatedMMM.sample_posterior_predictive
      DelayedSaturatedMMM.sample_prior_predictive
      DelayedSaturatedMMM.save
      DelayedSaturatedMMM.set_idata_attrs
      DelayedSaturatedMMM.set_params
      DelayedSaturatedMMM.validate
      DelayedSaturatedMMM.validate_channel_columns
      DelayedSaturatedMMM.validate_control_columns
      DelayedSaturatedMMM.validate_date_col
      DelayedSaturatedMMM.validate_target
   
   

   
   
   .. rubric:: Attributes

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