Sungkyu Jung
Sungkyu Jung
Department of Statistics, Seoul National University
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Cited by
Cited by
PCA consistency in high dimension, low sample size context
S Jung, JS Marron
The Annals of Statistics 37 (6B), 4104-4130, 2009
Analysis of principal nested spheres
S Jung, IL Dryden, JS Marron
Biometrika 99 (3), 551-568, 2012
Boundary behavior in high dimension, low sample size asymptotics of PCA
S Jung, A Sen, JS Marron
Journal of Multivariate Analysis 109, 190-203, 2012
Nested sphere statistics of skeletal models
SM Pizer, S Jung, D Goswami, J Vicory, X Zhao, R Chaudhuri, JN Damon, ...
Innovations for Shape Analysis, 93-115, 2013
Principal arc analysis on direct product manifolds
S Jung, M Foskey, JS Marron
The Annals of Applied Statistics, 578-603, 2011
Incorporating covariates into integrated factor analysis of multi‐view data
G Li, S Jung
Biometrics 73 (4), 1433-1442, 2017
Generalized PCA via the backward stepwise approach in image analysis
S Jung, X Liu, JS Marron, SM Pizer
Brain, Body and Machine, 111-123, 2010
Analysis of rotational deformations from directional data
J Schulz, S Jung, S Huckemann, M Pierrynowski, JS Marron, SM Pizer
Journal of Computational and Graphical Statistics 24 (2), 539-560, 2015
Speculation on the generality of the backward stepwise view of pca
JS Marron, S Jung, IL Dryden
Proceedings of the international conference on multimedia information …, 2010
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
Dimension reduction on polyspheres with application to skeletal representations
B Eltzner, S Jung, S Huckemann
International Conference on Geometric Science of Information, 22-29, 2015
Scaling-rotation distance and interpolation of symmetric positive-definite matrices
S Jung, A Schwartzman, D Groisser
SIAM Journal on Matrix Analysis and Applications 36 (3), 1180-1201, 2015
A statistical approach to set classification by feature selection with applications to classification of histopathology images
S Jung, X Qiao
Biometrics 70 (3), 536-545, 2014
On the number of principal components in high dimensions
S Jung, MH Lee, J Ahn
Biometrika 105 (2), 389-402, 2018
Combined analysis of amplitude and phase variations in functional data
S Lee, S Jung
arXiv preprint arXiv:1603.01775, 2016
Innovations for Shape Analysis, Models and Algorithms
SM Pizer, S Jung, D Goswami, J Vicory, X Zhao, R Chaudhuri, JN Damon, ...
Nested Sphere Statistics of Skeletal Models, 93-113, 2013
Small‐sphere distributions for directional data with application to medical imaging
B Kim, S Huckemann, J Schulz, S Jung
Scandinavian Journal of Statistics 46 (4), 1047-1071, 2019
Respiratory motion prediction and prospective correction for free‐breathing arterial spin‐labeled perfusion MRI of the kidneys
H Song, D Ruan, W Liu, VA Stenger, R Pohmann, MA Fernández‐Seara, ...
Medical physics 44 (3), 962-973, 2017
Kurtosis test of modality for rotationally symmetric distributions on hyperspheres
B Kim, J Schulz, S Jung
Journal of Multivariate Analysis 178, 104603, 2020
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
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