econml.iv.dr.LinearIntentToTreatDRIV
====================================

.. currentmodule:: econml.iv.dr

.. autoclass:: LinearIntentToTreatDRIV

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~LinearIntentToTreatDRIV.bias_part_of_coef
      ~LinearIntentToTreatDRIV.coef_
      ~LinearIntentToTreatDRIV.dowhy
      ~LinearIntentToTreatDRIV.featurizer
      ~LinearIntentToTreatDRIV.featurizer_
      ~LinearIntentToTreatDRIV.fit_cate_intercept_
      ~LinearIntentToTreatDRIV.intercept_
      ~LinearIntentToTreatDRIV.model_cate
      ~LinearIntentToTreatDRIV.model_final
      ~LinearIntentToTreatDRIV.model_final_
      ~LinearIntentToTreatDRIV.models_nuisance_
      ~LinearIntentToTreatDRIV.models_prel_model_effect
      ~LinearIntentToTreatDRIV.models_t_xwz
      ~LinearIntentToTreatDRIV.models_y_xw
      ~LinearIntentToTreatDRIV.nuisance_scores_prel_model_effect
      ~LinearIntentToTreatDRIV.nuisance_scores_t_xwz
      ~LinearIntentToTreatDRIV.nuisance_scores_y_xw
      ~LinearIntentToTreatDRIV.original_featurizer
      ~LinearIntentToTreatDRIV.ortho_learner_model_final_
      ~LinearIntentToTreatDRIV.residuals_
      ~LinearIntentToTreatDRIV.transformer