2 papers
stat.ME2025
Reluctant Transfer Learning in Penalized Regressions for Individualized Treatment Rules under Effect Heterogeneity
Eun Jeong Oh, Min Qian
Estimating individualized treatment rules (ITRs) is fundamental to precision medicine, where the goal is to tailor treatment decisions to individual patient characteristics. While…
stat.ME2025
A Network-Guided Penalized Regression with Application to Proteomics Data
Seungjun Ahn, Eun Jeong Oh
Network theory has proven invaluable in unraveling complex protein interactions. Previous studies have employed statistical methods rooted in network theory, including the Gaussian…