Sungkyu Jung

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J. S. MarronUniversity of North CarolinaVerified email at unc.edu
Stephan HuckemannProfessor for Non-Euclidean Statistics, University of GoettingenVerified email at math.uni-goettingen.de
Ian L. DrydenProfessor, Department of Mathematics and Statistics, Florida International UniversityVerified email at fiu.edu
Jared VicorySenior R&D Engineer, Kitware, Inc.Verified email at kitware.com
Jeongyoun AhnkaistVerified email at kaist.ac.kr
Armin SchwartzmanProfessor, University of California, San DiegoVerified email at ucsd.edu
Dibyendusekhar (Dib) GoswamiAurora Innovation, Uber Advanced Technology Center, Bluware Inc., Schlumberger, University of NorthVerified email at aurora.tech
Arusharka SenAssociate Professor of Statistics, Concordia University, MontrealVerified email at concordia.ca
Xingye QiaoAssociate Professor of Mathematics and Statistics, Binghamton UniversityVerified email at math.binghamton.edu
Gen LiAssistant Professor, Department of Biostatistics, University of MichiganVerified email at umich.edu
Xiaoxiao LiuProduct Director, Keya MedicalVerified email at keyamedical.com
Sandra E SafoUniversity of MinnesotaVerified email at umn.edu
Myung Hee LeeWeill Cornell MedicineVerified email at med.cornell.edu
Woncheol JangDepartment of Statistics, Seoul National UniversityVerified email at snu.ac.kr
Johan LimStatistics, Seoul National UniversityVerified email at snu.ac.kr
Beatriz PaniaguaAssistant Director of Medical Computing, Kitware Inc.Verified email at kitware.com
Zhao RenUniversity of PittsburghVerified email at pitt.edu

Sungkyu Jung

Department of Statistics, Seoul National University

Verified email at snu.ac.kr - Homepage

Statistics Applied Statistics Shape Analysis


Title Sort by citations Sort by year Sort by 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	311	2009
Analysis of principal nested spheres S Jung, IL Dryden, JS Marron Biometrika 99 (3), 551-568, 2012	136	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	68	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	59	2013
Principal arc analysis on direct product manifolds S Jung, M Foskey, JS Marron The Annals of Applied Statistics 5 (1), 578-603, 2011	59	2011
Incorporating covariates into integrated factor analysis of multi‐view data G Li, S Jung Biometrics 73 (4), 1433-1442, 2017	25	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	25	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	23	2015
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	19	2018
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	17	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	17	2010
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	15	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	15	2014
On the number of principal components in high dimensions S Jung, MH Lee, J Ahn Biometrika 105 (2), 389-402, 2018	13	2018
Combined analysis of amplitude and phase variations in functional data S Lee, S Jung arXiv preprint arXiv:1603.01775, 2016	12	2016
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	10	2017
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	9	2019
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	9	2019
Geometric foundations for scaling-rotation statistics on symmetric positive definite matrices: Minimal smooth scaling-rotation curves in low dimensions D Groisser, S Jung, A Schwartzman Electronic Journal of Statistics 11 (1), 1092-1159, 2017	8	2017
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	8	2013

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