DOD: Detection of outliers in high dimensional data with distance of distances
Seong-ho Lee, Yongho Jeon*
submitted (2026+)
Efficient inference under label shift in unsupervised domain adaptation
Seong-ho Lee, Yanyuan Ma, Jiwei Zhao*
submitted (2026+)
SPARCC: Semi-parametric robust estimation in a right-censored covariate model
Seong-ho Lee⁼, Brian Richardson⁼, Yanyuan Ma, Karen Marder, Tanya Garcia*
Journal of the American Statistical Association: Theory and Methods (2025)
Doubly flexible estimation under label shift
Seong-ho Lee, Yanyuan Ma, Jiwei Zhao*
Journal of the American Statistical Association: Theory and Methods (2024)
Semiparametric approach to estimation of marginal mean effects and marginal quantile effects
Seong-ho Lee*, Yanyuan Ma, Elvezio Ronchetti
Journal of Econometrics (2023)
Optimal sampling for positive only electronic health record data
Seong-ho Lee*, Yanyuan Ma, Ying Wei, Jinbo Chen
Biometrics (2023)
Covariate balancing for causal inference on categorical and continuous treatments
Seong-ho Lee, Yanyuan Ma, Xavier de Luna*
Econometrics and Statistics (2022)