works on
causal inference 1covariate adjustment 1machine learning 1precision improvement 1randomized trials 1

From the 1 of 1 linked paper with an AI index.

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2026

Towards Best Practices for Covariate Adjustment in Regulatory Trials: From Fixed to Data-Adaptive Approaches

Laura B. Balzer, Lei Nie, Issa J. Dahabreh +15

The paper discusses how to improve precision in randomized clinical trials by using covariate adjustment, comparing traditional fixed parametric methods with flexible data‑adaptive…