2 papers
stat.CO2025
SCoRES: An R Package for Simultaneous Confidence Region Estimates
Zhuoran Yu, Armin Schwartzman, Junting Ren +1
The identification of domain sets whose outcomes belong to predefined subsets can address fundamental risk assessment challenges in climatology and medicine. Existing approaches fo…
stat.ML2025
Model uncertainty quantification using feature confidence sets for outcome excursions
Junting Ren, Armin Schwartzman
When implementing prediction models for high-stakes real-world applications such as medicine, finance, and autonomous systems, quantifying prediction uncertainty is critical for ef…