Covariate Selection for Optimizing Balance with an Innovative Adaptive Randomization Approach

Ziqing Guo, Yang Liu, Lucy Xia

Balancing influential covariates is crucial for valid treatment comparisons in clinical studies. While covariate-adaptive randomization is commonly used to achieve balance, its per…