Sungkyu Jung
Sungkyu Jung
Department of Statistics, Seoul National University
Verified email at snu.ac.kr - Homepage
Title
Cited by
Cited by
Year
PCA consistency in high dimension, low sample size context
S Jung, JS Marron
The Annals of Statistics 37 (6B), 4104-4130, 2009
2622009
Analysis of principal nested spheres
S Jung, IL Dryden, JS Marron
Biometrika 99 (3), 551-568, 2012
1122012
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
572012
Principal arc analysis on direct product manifolds
S Jung, M Foskey, JS Marron
The Annals of Applied Statistics 5 (1), 578-603, 2011
522011
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
512013
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
222010
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
192015
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
172010
Incorporating covariates into integrated factor analysis of multi‐view data
G Li, S Jung
Biometrics 73 (4), 1433-1442, 2017
152017
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
132014
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
122015
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
112015
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
102018
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
82017
On the number of principal components in high dimensions
S Jung, MH Lee, J Ahn
Biometrika 105 (2), 389-402, 2018
72018
Innovations for Shape Analysis
SM Pizer, S Jung, D Goswami, J Vicory, X Zhao, R Chaudhuri, JN Damon, ...
Springer, 2013
72013
Combined analysis of amplitude and phase variations in functional data
S Lee, S Jung
arXiv preprint arXiv:1603.01775, 2016
62016
“Generating von Mises Fisher distribution on the unit sphere(s2)
S Jung
relation 1, 2, 2009
62009
Relative statistical performance of s-reps with principal nested spheres vs. PDMs
SM Pizer, J Hong, S Jung, JS Marron, J Schulz, J Vicory
Proc. Shape, 11-13, 2014
52014
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
32019
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Articles 1–20