econml.iv.dml.DMLIV
===================

.. currentmodule:: econml.iv.dml

.. autoclass:: DMLIV

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~DMLIV.bias_part_of_coef
      ~DMLIV.coef_
      ~DMLIV.dowhy
      ~DMLIV.featurizer_
      ~DMLIV.fit_cate_intercept_
      ~DMLIV.intercept_
      ~DMLIV.model_cate
      ~DMLIV.model_final_
      ~DMLIV.models_nuisance_
      ~DMLIV.models_t_xw
      ~DMLIV.models_t_xwz
      ~DMLIV.models_y_xw
      ~DMLIV.nuisance_scores_t_xw
      ~DMLIV.nuisance_scores_t_xwz
      ~DMLIV.nuisance_scores_y_xw
      ~DMLIV.original_featurizer
      ~DMLIV.ortho_learner_model_final_
      ~DMLIV.residuals_
      ~DMLIV.transformer