S-Learner

S-Learner

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BaseSClassifier

 BaseSClassifier (learner=None, ate_alpha=0.05, control_name=0)

A parent class for S-learner classifier classes.

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BaseSRegressor

 BaseSRegressor (learner=None, ate_alpha=0.05, control_name=0)

A parent class for S-learner regressor classes.

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BaseSLearner

 BaseSLearner (learner=None, ate_alpha=0.05, control_name=0)

A parent class for S-learner classes. An S-learner estimates treatment effects with one machine learning model. Details of S-learner are available at Kunzel et al. (2018) (https://arxiv.org/abs/1706.03461).