econml.dr.LinearDRLearner
=========================

.. currentmodule:: econml.dr

.. autoclass:: LinearDRLearner

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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