econml.dml.SparseLinearDML
==========================

.. currentmodule:: econml.dml

.. autoclass:: SparseLinearDML

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~SparseLinearDML.__init__
      ~SparseLinearDML.ate
      ~SparseLinearDML.ate_inference
      ~SparseLinearDML.ate_interval
      ~SparseLinearDML.cate_feature_names
      ~SparseLinearDML.cate_output_names
      ~SparseLinearDML.cate_treatment_names
      ~SparseLinearDML.coef__inference
      ~SparseLinearDML.coef__interval
      ~SparseLinearDML.const_marginal_ate
      ~SparseLinearDML.const_marginal_ate_inference
      ~SparseLinearDML.const_marginal_ate_interval
      ~SparseLinearDML.const_marginal_effect
      ~SparseLinearDML.const_marginal_effect_inference
      ~SparseLinearDML.const_marginal_effect_interval
      ~SparseLinearDML.effect
      ~SparseLinearDML.effect_inference
      ~SparseLinearDML.effect_interval
      ~SparseLinearDML.fit
      ~SparseLinearDML.intercept__inference
      ~SparseLinearDML.intercept__interval
      ~SparseLinearDML.marginal_ate
      ~SparseLinearDML.marginal_ate_inference
      ~SparseLinearDML.marginal_ate_interval
      ~SparseLinearDML.marginal_effect
      ~SparseLinearDML.marginal_effect_inference
      ~SparseLinearDML.marginal_effect_interval
      ~SparseLinearDML.refit_final
      ~SparseLinearDML.score
      ~SparseLinearDML.shap_values
      ~SparseLinearDML.summary
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SparseLinearDML.bias_part_of_coef
      ~SparseLinearDML.coef_
      ~SparseLinearDML.dowhy
      ~SparseLinearDML.featurizer
      ~SparseLinearDML.featurizer_
      ~SparseLinearDML.fit_cate_intercept_
      ~SparseLinearDML.intercept_
      ~SparseLinearDML.model_cate
      ~SparseLinearDML.model_final
      ~SparseLinearDML.model_final_
      ~SparseLinearDML.models_nuisance_
      ~SparseLinearDML.models_t
      ~SparseLinearDML.models_y
      ~SparseLinearDML.nuisance_scores_t
      ~SparseLinearDML.nuisance_scores_y
      ~SparseLinearDML.original_featurizer
      ~SparseLinearDML.ortho_learner_model_final_
      ~SparseLinearDML.residuals_
      ~SparseLinearDML.rlearner_model_final_
      ~SparseLinearDML.transformer