| 2012 | Canonical Correlation Analysis | 김희연 | Master's Thesis |
| 2014 | Canonical Correlation Analysis Through Linear Modeling | 유재근 | Article |
| 2014 | Canonical Correlation Analysis without matrix inversion | 임연주 | Master's Thesis |
| 2013 | Chi-squared tests in kth-moment sufficient dimension reduction | 유재근 | Article |
| 2023 | Comparison of model performance by predicting Paldang Dam inflow using RNN, LSTM, GRU, CNN-LSTM, XGBoost and LightGBM | 김현민 | Master's Thesis |
| 2016 | Comparison of regularized sliced inverse regression after multiple imputation in right-censored response | 심수아 | Master's Thesis |
| 2023 | Comprehensive studies of Grassmann manifold optimization and sequential candidate set algorithm in a principal fitted component model | 이채영 | Master's Thesis |
| 2023 | Counterfactual Image Generating with Feature Extraction in Generative Model | 임지언 | Master's Thesis |
| 2016 | Dimension Estimation | 김민선 | Master's Thesis |
| 2015 | Dimension estimation in Sufficient Dimension Reduction | 정선 | Master's Thesis |
| 2017 | Dimension test approach of heteroscedasticity in the linear model | 유재근 | Article |
| 2019 | Dimension Test in Fused Sliced Average Variance Estimation | 안효인 | Master's Thesis |
| 2022 | Discovery of sequential pattern in e-commerce shopping data using SPADE algorithm | 김나윤 | Master's Thesis |
| 2010 | Do group audiologic rehabilitation activities influence psychosocial outcomes? | 유재근 | Article |
| 2018 | Do we need the constant term in the heterogenous autoregressive model for forecasting realized volatilities? | 신동완; 유재근 | Article |
| 2017 | Effects of age, working memory, and word order on passive-sentence comprehension: Evidence from a verb-final language | 유재근; 성지은 | Article |
| 2023 | Ensemble-based Uncertainty Quantification with MIMO configuration for Uncertainty-Aware Semi-Supervised learning | 고정욱 | Master's Thesis |
| 2016 | Estimation comparison of regularized sliced inverse regression after mean imputation transformation in survival data | 김성진 | Master's Thesis |
| 2014 | Estimation of Fire Patterns in Korea using Credibility Theory | 신현정 | Master's Thesis |
| 2014 | Estimation of Generalized Double Index Models | 오수지 | Master's Thesis |
| 2016 | Estimation performance comparison of regularized sliced inverse regression between bivariate and univariate slicing after reweight transformation in survival data | 서비슬 | Master's Thesis |
| 2020 | Fused Clustering Dimension Reduction and Latent Model Analysis for High-Dimensional Multivariate Data | 엄혜연 | Doctoral Thesis |
| 2020 | Fused clustering mean estimation of central subspace | 유재근 | Article |
| 2021 | Fused Dimension Reduction for Multivariate Regression | 조유영 | Master's Thesis |
| 2019 | Fused Reduction on Multidimensional Response Regression | 최유리 | Master's Thesis |
| 2017 | Fused sliced average variance estimation | 유재근 | Article |
| 2017 | Fused sliced inverse regression in survival analysis | 유재근 | Article |
| 2015 | Generalized Model-based Linear Reduction of Multivariate Regression | 박주연 | Master's Thesis |
| 2020 | Hierarchical Clustering Application on Extended Sufficient Dimension Reduction Methods | 유채연 | Master's Thesis |
| 2014 | High-throughput data dimension reduction via seeded canonical correlation analysis | 유재근 | Article in Press |
