3 papers
stat.ME2026
On Cluster Randomized Trials with the Desirability of Outcome Ranking (DOOR) Endpoints
Wanying Shao, Toshimitsu Hamasaki, Scott Evans +1
Cluster randomized trials are widely used when individual randomization is logistically infeasible or when correlations between observations cannot be ignored, especially in fields…
stat.ME2026
A likelihood approach to proper analysis of secondary outcomes in matched case-control studies
Shanshan Liu, Guoqing Diao
Matched case-control studies are commonly employed in epidemiological research for their convenience and efficiency. Analysis of secondary outcomes can yield valuable insights into…
stat.ME2026
Doubly Robust Estimation of Desirability of Outcome Ranking (DOOR) Probability with Application to MDRO Studies
Shiyu Shu, Toshimitsu Hamasaki, Scott Evans +3
In observational studies, adjusting for confounders is required if a treatment comparison is planned. A crude comparison of the primary endpoint without covariate adjustment will s…