Estimating and evaluating counterfactual prediction models

Christopher B. Boyer, Issa J. Dahabreh, Jon A. Steingrimsson

Counterfactual prediction methods are required when a model will be deployed in a setting where treatment policies differ from the setting where the model was developed, or when a…