Residual-on-residual regression estimates effects encoded in partially linear models by OLS regression of outcome residuals on exposure residuals after confounder adjustment, showing comparable or better performance than AIPW/TMLE in simulations and a pregnancy cohort study.
Toward the elimination of race-based medicine: Replace race with racism as preeclampsia risk factor.American Journal of Obstetrics and Gynecology
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Residual-on-Residual Regression as a Tool for Effect Estimation in Observational Data
Residual-on-residual regression estimates effects encoded in partially linear models by OLS regression of outcome residuals on exposure residuals after confounder adjustment, showing comparable or better performance than AIPW/TMLE in simulations and a pregnancy cohort study.