econml.dr.SparseLinearDRLearner
===============================

.. currentmodule:: econml.dr

.. autoclass:: SparseLinearDRLearner

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SparseLinearDRLearner.dowhy
      ~SparseLinearDRLearner.featurizer_
      ~SparseLinearDRLearner.fit_cate_intercept_
      ~SparseLinearDRLearner.fitted_models_final
      ~SparseLinearDRLearner.model_final
      ~SparseLinearDRLearner.model_final_
      ~SparseLinearDRLearner.models_nuisance_
      ~SparseLinearDRLearner.models_propensity
      ~SparseLinearDRLearner.models_regression
      ~SparseLinearDRLearner.multitask_model_cate
      ~SparseLinearDRLearner.multitask_model_final
      ~SparseLinearDRLearner.nuisance_scores_propensity
      ~SparseLinearDRLearner.nuisance_scores_regression
      ~SparseLinearDRLearner.ortho_learner_model_final_
      ~SparseLinearDRLearner.transformer