2 papers
stat.ME2026
On the uncertainty from the first-stage estimation of prognostic covariate adjustment in randomized controlled trials
Nodoka Seya, Masataka Taguri
Prognostic covariate adjustment (PROCOVA) is a two-sample two-stage estimation method for covariate adjustment in randomized controlled trials. In the first stage, a prognostic sco…
stat.ME2026
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…