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Jeongyoun Ahn
Jeongyoun Ahn
Verifisert e-postadresse på kaist.ac.kr
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Distance-weighted discrimination
JS Marron, MJ Todd, J Ahn
Journal of the American Statistical Association 102 (480), 1267-1271, 2007
4242007
Gene selection using support vector machines with non-convex penalty
HH Zhang, J Ahn, X Lin, C Park
bioinformatics 22 (1), 88-95, 2006
3532006
The high-dimension, low-sample-size geometric representation holds under mild conditions
J Ahn, JS Marron, KM Muller, YY Chi
Biometrika 94 (3), 760-766, 2007
2062007
Blood transfusion is an independent predictor of increased mortality in nonoperatively managed blunt hepatic and splenic injuries
WP Robinson III, J Ahn, A Stiffler, EJ Rutherford, H Hurd, BL Zarzaur, ...
Journal of Trauma and Acute Care Surgery 58 (3), 437-445, 2005
1842005
Support vector machines with adaptive Lq penalty
Y Liu, HH Zhang, C Park, J Ahn
Computational Statistics & Data Analysis 51 (12), 6380-6394, 2007
1122007
The maximal data piling direction for discrimination
J Ahn, JS Marron
Biometrika 97 (1), 254-259, 2010
110*2010
Clustering multivariate functional data with phase variation
J Park, J Ahn
Biometrics 73 (1), 324-333, 2017
382017
Clustering high dimension, low sample size data using the maximal data piling distance
J Ahn, MH Lee, YJ Yoon
Statistica Sinica, 443-464, 2012
352012
A resampling approach for interval‐valued data regression
J Ahn, M Peng, C Park, Y Jeon
Statistical Analysis and Data Mining: The ASA Data Science Journal 5 (4 …, 2012
342012
Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data
SE Safo, J Ahn, Y Jeon, S Jung
Biometrics 74 (4), 1362-1371, 2018
302018
General sparse multi-class linear discriminant analysis
SE Safo, J Ahn
Computational Statistics & Data Analysis 99, 81-90, 2016
262016
A multiscale analysis of the temporal characteristics of resting-state fMRI data
C Park, NA Lazar, J Ahn, A Sornborger
Journal of neuroscience methods 193 (2), 334-342, 2010
262010
Distance-based outlier detection for high dimension, low sample size data
J Ahn, MH Lee, JA Lee
Journal of Applied Statistics 46 (1), 13-29, 2019
232019
HDLSS discrimination with adaptive data piling
MH Lee, J Ahn, Y Jeon
Journal of Computational and Graphical Statistics 22 (2), 433-451, 2013
212013
On the number of principal components in high dimensions
S Jung, MH Lee, J Ahn
Biometrika 105 (2), 389-402, 2018
192018
A nonparametric kernel approach to interval-valued data analysis
Y Jeon, J Ahn, C Park
Technometrics 57 (4), 566-575, 2015
172015
Sparse Functional Linear Discriminant Analysis
J Park, J Ahn, Y Jeon
Biometrika, 2021
162021
Grouped variable screening for ultra-high dimensional data for linear model
D Qiu, J Ahn
Computational Statistics & Data Analysis 144, 106894, 2020
162020
Penalized orthogonal iteration for sparse estimation of generalized eigenvalue problem
S Jung, J Ahn, Y Jeon
Journal of Computational and Graphical Statistics 28 (3), 710-721, 2019
162019
Covariance adjustment for batch effect in gene expression data
JA Lee, KK Dobbin, J Ahn
Statistics in medicine 33 (15), 2681-2695, 2014
162014
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Artikler 1–20