Residual-on-Residual Regression as a Tool for Effect Estimation in Observational Data

Ashley I. Naimi, Qianhui Jin, Ya-Hui Yu +2

Epidemiologists increasingly use machine learning to adjust for high-dimensional confounding. Augmented inverse probability weighting (AIPW) and targeted maximum likelihood estimat…