A perspective on covariate adjustment and confounding in randomized experiments.
Randomized experiments (including clinical trials) are widely recognized as useful tools for trying to understand cause and effect. They are also criticized, both fairly and unfairly. Some of the more common misconceptions around randomization follow from the idea that randomization is useful because it "balances confounders", but this is not...
Jan 25, 20211