Irregular measurement times in estimating time-varying treatment effects: Categorizing biases and comparing adjustment methods

Wouter M. R. Kant, Jesse H. Krijthe

To estimate the causal effect of treatments that vary over time from observational data, one must adjust for time-varying confounding. A common procedure to address confounding is…