Confounding adjustment via a semi-automated high-dimensional propensity score algorithm: An application using electronic medical record data

摘要

PurposeA semi-automated high-dimensional propensity score (hd-PS) algorithm has been proposed to adjust for confounding in claims databases. The feasibility of using this algorithm in other types of healthcare databases is unknown.