Valid estimation of the ATT by comparing observed outcomes under a new treatment with model-based predicted outcomes under standard treatment requires transportability, conditional ignorability, consistency, positivity, and correct model specification.
Modeling the Potential Benefits of Proton Therapy for Patients With Oropharyngeal Head and Neck Cancer
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Treatment effect estimation by comparing observed and predicted outcomes: conditions for valid inference and practical illustration
Valid estimation of the ATT by comparing observed outcomes under a new treatment with model-based predicted outcomes under standard treatment requires transportability, conditional ignorability, consistency, positivity, and correct model specification.