3 papers
stat.ME2026
Causal Survival Analysis in Platform Trials with Non-Concurrent Controls
Antonio D'Alessandro, Samrachana Adhikari, Michele Santacatterina
Platform trials allow treatment arms to enter and exit over time while maintaining a shared control arm, yielding concurrent and non-concurrent controls (NCC). Pooling NCC is often…
stat.AP2026
The Counterfactual Combine: A Causal Framework for Player Evaluation
Herbert P. Susmann, Antonio D'Alessandro
Evaluating sports players based on their performance shares core challenges with evaluating healthcare providers based on patient outcomes. Drawing on recent advances in healthcare…
stat.ME2026
Modern Causal Inference Approaches to Improve Power for Subgroup Analysis in Randomized Controlled Trials
Antonio D'Alessandro, Jiyu Kim, Samrachana Adhikari +3
Randomized controlled trials (RCTs) often include subgroup analyses to assess whether treatment effects vary across pre-specified patient populations. However, these analyses frequ…