Target-Aware Sequential Inference: Pooled versus Stratified Anytime-Valid Designs

Sequential studies with heterogeneous strata often target a weighted population mean while collecting data under a different, possibly adaptive allocation. This creates two distinct design choices: how observations are allocated and whether inference is performed directly for the target or by aggreg