Robust Design-Based Estimation and Inference for Stratified Randomized Trials with Varying Cluster Sizes

Xinhe Wang, Ben B. Hansen

Clustered randomized controlled trials are often stratified or pair-matched to improve covariate balance and efficiency. Sample average treatment effects (SATEs) are commonly estim…