Estimation of time-varying treatment effects using marginal structural models dependent on partial treatment history

Nodoka Seya, Masataka Taguri, Takeo Ishii

Inverse probability (IP) weighting of marginal structural models (MSMs) can provide consistent estimators of time-varying treatment effects under correct model specifications and i…