econml.dml.LinearDML
====================

.. currentmodule:: econml.dml

.. autoclass:: LinearDML

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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