2 papers
stat.ME2026
Probabilities of Causation for Continuous Outcomes: Bounds and Identification
Jile Chaoge, Kesen Han, Fahui Liu +1
The probability of necessity (PN), which quantifies the probability that an observed event would not have occurred in the absence of the treatment, is a central estimand in attribu…
stat.AP2026
Adaptive Influence-Based Borrowing Framework for Improving Treatment Effect Estimation in RCTs Using External Controls
Peng Wu, Jile Chaoge, Shu Yang
Randomized controlled trials (RCTs) often suffer from limited sample sizes due to high costs and lengthy recruitment periods, compromising precision in treatment effect estimation.…