3 papers
stat.ME2026
Cluster randomized crossover trials with very few clusters but multiple periods: which analyses for continuous outcomes should be used?
Guangyu Tong, Qianzhe Sun, Jessica Kasza +3
Cluster randomized crossover (CRXO) trials are often used when individual randomization is impractical and the number of available clusters is limited. However, statistical analysi…
stat.ME2026
Leveraging machine learning to estimate individualized treatment effects in cluster-randomized trials
Changjun Li, Xi Fang, Michael O. Harhay +4
Cluster-randomized trials (CRTs) are widely used to evaluate interventions delivered at the clinic, practice, or community level. Although standard analyses typically target averag…
stat.ME2025
Quantifying inconsistency in one-stage individual participant data meta-analyses of treatment-covariate interactions: a simulation study
Myra B. McGuinness, Joanne E. McKenzie, Andrew Forbes +4
It is recommended that measures of between-study effect heterogeneity be reported when conducting individual-participant data meta-analyses (IPD-MA). Methods exist to quantify inco…