econml.iv.dr.SparseLinearDRIV
=============================

.. currentmodule:: econml.iv.dr

.. autoclass:: SparseLinearDRIV

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SparseLinearDRIV.bias_part_of_coef
      ~SparseLinearDRIV.coef_
      ~SparseLinearDRIV.dowhy
      ~SparseLinearDRIV.featurizer
      ~SparseLinearDRIV.featurizer_
      ~SparseLinearDRIV.fit_cate_intercept_
      ~SparseLinearDRIV.intercept_
      ~SparseLinearDRIV.model_cate
      ~SparseLinearDRIV.model_final
      ~SparseLinearDRIV.model_final_
      ~SparseLinearDRIV.models_nuisance_
      ~SparseLinearDRIV.models_prel_model_effect
      ~SparseLinearDRIV.models_t_xw
      ~SparseLinearDRIV.models_t_xwz
      ~SparseLinearDRIV.models_tz_xw
      ~SparseLinearDRIV.models_y_xw
      ~SparseLinearDRIV.models_z_xw
      ~SparseLinearDRIV.nuisance_scores_prel_model_effect
      ~SparseLinearDRIV.nuisance_scores_t_xw
      ~SparseLinearDRIV.nuisance_scores_t_xwz
      ~SparseLinearDRIV.nuisance_scores_tz_xw
      ~SparseLinearDRIV.nuisance_scores_y_xw
      ~SparseLinearDRIV.nuisance_scores_z_xw
      ~SparseLinearDRIV.original_featurizer
      ~SparseLinearDRIV.ortho_learner_model_final_
      ~SparseLinearDRIV.residuals_
      ~SparseLinearDRIV.transformer