2 papers
stat.ME2026
Beyond Point Estimates: Reliable Evaluation of Prediction Performance Metrics under Clustered Data
Taekwon Hong, Daeyoung Lim, Woojung Bae
Prediction performance metrics such as accuracy and the F1 score are typically reported as single numbers, with no measure of uncertainty. The omission has been tolerable in explor…
stat.ME2026
Estimator-Aligned Prospective Sample Size Determination for Designs Using Inverse Probability of Treatment Weighting
Taekwon Hong, Daeyoung Lim, Woojung Bae +1
In observational studies, accurately characterizing variance is critical for sample size determination, yet unaccounted-for variability from propensity score estimation and the res…