Simple Covariate Adjustment for Many Estimands Using Stable Balancing Weights
利用稳定平衡权重对多种目标参数进行简便协变量调整
Covariate adjustment can improve precision in estimating treatment effects in clinical trials, and regulatory guidance increasingly encourages its implementation. Despite its benefits, covariate adjustment can require advanced statistical techniques or tailored approaches for different estimands, which can deter its use in practice. To address this issue, we introduce a simplified approach to covariate adjustment using stable balancing weights that applies directly across…