2 papers
stat.AP2026
Leveraging Large Language Models to Improve Precision in Randomized Controlled Trials
Jaylin Lowe, Adam Sales, Johann A. Gagnon-Bartsch
Large language models (LLMs) are increasingly used in statistical research and applications. However,they are also notorious for unreliable or biased information. Here, we explore…
stat.ME2024
A General Framework for Design-Based Treatment Effect Estimation in Paired Cluster-Randomized Experiments
Charlotte Z. Mann, Adam C. Sales, Johann A. Gagnon-Bartsch
Paired cluster-randomized experiments (pCRTs) are common in education program impact evaluation trials. Although common, there is surprisingly no clear consensus regarding how to a…