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stat.ME2026
A Causal Framework for Quantile Residual Lifetime
Taekwon Hong, Woojung Bae, Sang Kyu Lee +2
Estimating prognosis conditional on surviving an initial high-risk period is crucial in clinical research. Yet, standard metrics such as hazard ratios are often difficult to interp…
stat.ME2025
StaRQR-K: False Discovery Rate Controlled Regional Quantile Regression
Sang Kyu Lee, Tongwu Zhang, Hyokyoung G. Hong +1
Quantifying how genomic features influence different parts of an outcome distribution requires statistical tools that go beyond mean regression, especially in ultrahigh-dimensional…
stat.ME2024
High-dimensional partial linear model with trend filtering
Sang Kyu Lee, Erikka Loftfield, Hyokyoung G. Hong +1
Understanding the links between diet, metabolic changes, and health outcomes is a key focus in nutritional science and broader biological research. Analyzing relationships, such as…