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.robustness_value ~LinearDRLearner.score ~LinearDRLearner.sensitivity_interval ~LinearDRLearner.sensitivity_summary ~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