Showing results 14 to 41 of 41
Differentially Private Goodness-of-Fit Tests for Continuous Variables Kwak, Seung Woo; Ahn, Jeongyoun; Lee, Jaewoo; Park, Cheolwoo, ECONOMETRICS AND STATISTICS, v.31, pp.81 - 99, 2024-07 |
Dimension-wise sparse low-rank approximation of a matrix with application to variable selection in high-dimensional integrative analyses of association Poythress, JC; Park, Cheolwoo; Ahn, Jeongyoun, JOURNAL OF APPLIED STATISTICS, v.49, no.15, pp.3889 - 3907, 2022-12 |
Distance-based outlier detection for high dimension, low sample size data Ahn, Jeongyoun; Lee, Myung Hee; Lee, Jung Ae, JOURNAL OF APPLIED STATISTICS, v.46, no.1, pp.13 - 29, 2019-01 |
Distance-weighted discrimination Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun, JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, v.102, no.480, pp.1267 - 1271, 2007-12 |
Double data piling leads to perfect classification Chang, Woonyoung; Ahn, Jeongyoun; Jung, Sungkyu, ELECTRONIC JOURNAL OF STATISTICS, v.15, no.2, pp.6382 - 6428, 2021 |
Feature-weighted ordinal classification for predicting drug response in multiple Myeloma Ma, Ziyang; Ahn, Jeongyoun, BIOINFORMATICS, v.37, no.19, pp.3270 - 3276, 2021-09 |
Gene selection using support vector machines with non-convex penalty Zhang, HH; Ahn, Jeongyoun; Lin, X; Park, Cheolwoo, BIOINFORMATICS, v.22, no.1, pp.88 - 95, 2006-01 |
General sparse multi-class linear discriminant analysis Safo, Sandra E.; Ahn, Jeongyoun, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.99, pp.81 - 90, 2016-07 |
Grouped variable screening for ultra-high dimensional data for linear model Qiu, Debin; Ahn, Jeongyoun, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.144, 2020-04 |
HDLSS Discrimination With Adaptive Data Piling Lee, Myung Hee; Ahn, Jeongyoun; Jeon, Yongho, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.22, no.2, pp.433 - 451, 2013-06 |
Interpretable classification for multivariate gait analysis of cerebral palsy Yoon, Changwon; Jeon, Yongho; Choi, Hosik; Kwon, Soon-Sun; Ahn, Jeongyoun, BIOMEDICAL ENGINEERING ONLINE, v.22, no.1, 2023-11 |
Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI Data Poythress, JC; Ahn, Jeongyoun; Park, Cheolwoo, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.31, no.1, pp.190 - 203, 2022-03 |
On the number of principal components in high dimensions Jung, Sungkyu; Lee, Myung Hee; Ahn, Jeongyoun, BIOMETRIKA, v.105, no.2, pp.389 - 402, 2018-06 |
Optimal Restrictions on Regression Parameters For Linear Mixture Model Ahn, Jeongyoun; 박성현, Journal of the Korean Statistical Society, v.28, no.3, pp.325 - 336, 1999 |
Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem Jung, Sungkyu; Ahn, Jeongyoun; Jeon, Yongho, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.28, no.3, pp.710 - 721, 2019-07 |
Perinatal Docosahexaenoic Acid Supplementation Improves Cognition and Alters Brain Functional Organization in Piglets Fang, Xi; Sun, Wenwu; Jeon, Julie; Azain, Michael; Kinder, Holly; Ahn, Jeongyoun; Chung, Hee Cheol; et al, NUTRIENTS, v.12, no.7, 2020-07 |
Reproducing Kernels and New Approaches in Compositional Data Analysis Li, Binglin; Ahn, Jeongyoun; Yoon, Changwon, JOURNAL OF MACHINE LEARNING RESEARCH, v.24, 2023-12 |
Resampling-based inferences for compositional regression with application to beef cattle microbiomes Lee, Sujin; Jung, Sungkyu; Lourenco, Jeferson; Pringle, Dean; Ahn, Jeongyoun, STATISTICAL METHODS IN MEDICAL RESEARCH, v.32, no.1, pp.151 - 164, 2023-01 |
Sparse functional linear discriminant analysis Park, Juhyun; Ahn, Jeongyoun; Jeon, Yongho, BIOMETRIKA, v.109, no.1, pp.209 - 226, 2022-02 |
Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data Safo, Sandra E.; Ahn, Jeongyoun; Jeon, Yongho; Jung, Sungkyu, BIOMETRICS, v.74, no.4, pp.1362 - 1371, 2018-12 |
Sparse HDLSS discrimination with constrained data piling Ahn, Jeongyoun; Jeon, Yongho, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.90, pp.74 - 83, 2015-10 |
Sparse ordinal discriminant analysis Han, Sangil; Kim, Minwoo; Jung, Sungkyu; Ahn, Jeongyoun, BIOMETRICS, v.80, no.1, 2024-01 |
Subspace rotations for high-dimensional outlier detection Chung, Hee Cheol; Ahn, Jeongyoun, JOURNAL OF MULTIVARIATE ANALYSIS, v.183, 2021-05 |
Support vector machines with adaptive L-q penalty Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.51, no.12, pp.6380 - 6394, 2007-08 |
Tanshinone IIA-loaded nanoparticles and neural stem cell combination therapy improves gut homeostasis and recovery in a pig ischemic stroke model Jeon, Julie H.; Kaiser, Erin E.; Waters, Elizabeth S.; Yang, Xueyuan; Lourenco, Jeferson M.; Fagan, Madison M.; Scheulin, Kelly M.; et al, SCIENTIFIC REPORTS, v.13, no.1, 2023-02 |
The high-dimension, low-sample-size geometric representation holds under mild conditions Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun, BIOMETRIKA, v.94, no.3, pp.760 - 766, 2007-08 |
The maximal data piling direction for discrimination Ahn, Jeongyoun; Marron, J. S., BIOMETRIKA, v.97, no.1, pp.254 - 259, 2010-03 |
Trace Ratio Optimization for High-Dimensional Multi-Class Discrimination Ahn, Jeongyoun; Chung, Hee Cheol; Jeon, Yongho, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.30, no.1, pp.192 - 203, 2021-01 |
Discover