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stat.ME2026
On the use of G-computation in small randomized controlled trials with many covariates
Muluneh Alene, Kelly Van Lancker, Stijn Vansteelandt
In contemporary randomized controlled trials (RCTs), the number of patients is often small relative to the number of baseline covariates collected. In such settings, maximum likeli…
stat.ME2025
Robust Covariate Adjustment in Multi-Center Randomized Trials
Muluneh Alene, Stijn Vansteelandt, Kelly Van Lancker
Augmented inverse probability weighting and G-computation with canonical generalized linear models have become increasingly popular for estimating the average treatment effect (ATE…