Publications

1. Non-elliptical Dimension Reduction in Survival Regression,
   Minjee Kim, Minjeong Kim and Jae Keun Yoo. (2026). Stat, 15(3), e70162. [pdf]




2. Dynamic Mortality Prediction for Prostate Cancer based on Irregularly Sampled Multimodal EHR and Musculoskeletal Image-based Biomarkers,
   Eunseon Seong, Minjee Kim, Dareen Eom, Gyeonghwa Heo, Urban Emmenegger, Saleh Tabatabaei, Tayler Declan Ross and Michael Hardisty. (2026). In Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 399-410. [link]




3. Nonlinear Functional Sufficient Dimension Reduction via Principal Fitted Components,
   Minjee Kim, Yujin Park, Kyongwon Kim and Jae Keun Yoo. (2025). Statistics and Computing, 35(4), 95. [pdf]




4. Covariance Projective Resampling Informative Predictor Subspace for Multivariate Regression,
   Minjee Kim and Jae Keun Yoo. (2025). Journal of the Korean Statistical Society, 54(3), 920-931. [pdf]




5. Applications of response dimension reduction in large p-small n problems,
   Minjee Kim and Jae Keun Yoo. (2024). Communications for Statistical Applications and Methods, 31(2), 191–202. [pdf]

Working paper

1. Second-Order Covariance Projective Resampling for Sufficient Dimension Reduction with Multivariate Responses,
   Minjee Kim and Jae Keun Yoo. (2026). Working in progress.