3 papers
stat.OT2026
Simulation-based Power Analysis for Sequential Multiple Assignment Randomized Trials
Niki Z. Petrakos, Erica E. M. Moodie, Nicolas Savy +3
Sequential Multiple Assignment Randomized Trials (SMARTs) provide evidence for treatment sequences based on patient profiles, which is relevant in chronic disease settings. Sample…
stat.OT2025
Incorporating Missingness in a Framework for Generating Realistic Synthetic Randomized Controlled Trial Data
Niki Z. Petrakos, Erica E. M. Moodie, Nicolas Savy
The current literature regarding generation of complex, realistic synthetic tabular data, particularly for randomized controlled trials (RCTs), often ignores missing data. However,…
stat.OT2025
A Framework for Generating Realistic Synthetic Tabular Data in a Randomized Controlled Trial Setting
Niki Z. Petrakos, Erica E. M. Moodie, Nicolas Savy
Generation of realistic synthetic data has garnered considerable attention in recent years, particularly in the health research domain due to its utility in, for instance, sharing…