econml.iv.dml.OrthoIV
=====================

.. currentmodule:: econml.iv.dml

.. autoclass:: OrthoIV

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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