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Jung, Sungkyu

Co-Author Distance
Author ID: jung.sungkyu Recent zbMATH articles by "Jung, Sungkyu"
Published as: Jung, Sungkyu
Documents Indexed: 34 Publications since 2000, including 4 Additional arXiv Preprints
1 Further Contribution
Co-Authors: 40 Co-Authors with 29 Joint Publications
833 Co-Co-Authors
all top 5

Co-Authors

4 single-authored
8 Marron, James Stephen
4 Ahn, Jeongyoun
4 Groisser, David
4 Schwartzman, Armin
3 Huckemann, Stephan F.
3 Kim, Byungwon
3 Schulz, Jörn
2 Damon, James Norman
2 Foskey, Mark
2 Li, Gen
2 Pizer, Stephen M.
2 Qiao, Xingye
2 Vicory, Jared
1 Ahmad, Amir A.
1 Bailey, Natalia
1 Bouveyron, Charles
1 Chang, Woonyoung
1 Chaudhuri, Ritwik
1 Choi, Hyo-young
1 Coad, D. Stephen
1 Critchley, Frank
1 Dang, Wei
1 Dryden, Ian L.
1 Eltzner, Benjamin
1 Fan, Jianqing
1 Fan, Yingying
1 Farné, Matteo
1 Ferreira, Marco A. R.
1 Fine, Jason Peter
1 Frommlet, Florian
1 Fryzlewicz, Piotr
1 Gao, Xing
1 Gijbels, Irène
1 Gilks, Wally
1 Goswami, Dibyendusekhar
1 Halawani, Sami M.
1 Hallin, Marc
1 Hashmi, Sarosh
1 Herrmann, Klaus
1 Holzmann, Hajo
1 Hong, Junpyo
1 Hu, Charlie
1 Huang, Hanwen
1 Huang, Jian
1 Huang, Na
1 Jang, Woncheol
1 Jeon, Yongho
1 Kent, John T.
1 Kim, Jisu
1 Kim, Kipoong
1 Kim, Paik Kee
1 Kim, Taehyun
1 Lam, Clifford
1 Lee, Jungwoo
1 Lee, Myung Hee
1 Lee, Sungwon
1 Leister, Anna
1 Liao, Yuan
1 Lim, Johan
1 Linton, Oliver Bruce
1 Liu, Han
1 Liu, Yufeng
1 Liu, Zhiyuan
1 Maruri-Aguilar, Hugo
1 Mateu, Jorge
1 Mincheva, Martina
1 Montanari, Angela
1 Onatski, Alexei
1 Pan, Guangming
1 Paniagua, Beatriz
1 Park, Jaesung
1 Park, Kiho
1 Peng, Heng
1 Pesaran, M. Hashem
1 Pourahmadi, Mohsen
1 Ren, Zhao
1 Rheem, JaeYeol
1 Samworth, Richard J.
1 Sen, Arusharka
1 Sharma, Ankur
1 Shen, Dan
1 Shen, Haipeng
1 Tang, Chengyong
1 Tu, Liyun
1 Verhasselt, Anneleen
1 Viroli, Cinzia
1 Vogt, Michael P.
1 Wang, Jiyao
1 Wang, Lie
1 Won, Joongho
1 Woo Kwak, Seung
1 Xue, Lingzhou
1 Yamagata, Takashi
1 Yu, Changjo
1 Yu, Keming
1 Yu, Yi
1 Zhang, Jian
1 Zhang, Wenyang
1 Zhao, Xiaojie
1 Zhou, Yong
...and 1 more Co-Authors
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Serials

3 Biometrics
3 Electronic Journal of Statistics
3 The Annals of Applied Statistics
2 Biometrika
2 Journal of Multivariate Analysis
2 Statistica Sinica
2 Stat
1 Scandinavian Journal of Statistics
1 The Annals of Statistics
1 SIAM Journal on Matrix Analysis and Applications
1 Signal Processing
1 IEEE Transactions on Signal Processing
1 Differential Geometry and its Applications
1 Computational Statistics and Data Analysis
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Journal of Control Science and Engineering
1 Journal of Computational and Graphical Statistics
1 Statistics and Computing
all top 5

Fields

24 Statistics (62-XX)
5 Differential geometry (53-XX)
4 Linear and multilinear algebra; matrix theory (15-XX)
4 Information and communication theory, circuits (94-XX)
3 Biology and other natural sciences (92-XX)
2 Ordinary differential equations (34-XX)
2 Geometry (51-XX)
2 Manifolds and cell complexes (57-XX)
2 Numerical analysis (65-XX)
2 Systems theory; control (93-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Probability theory and stochastic processes (60-XX)
1 Computer science (68-XX)
1 Operations research, mathematical programming (90-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

19 Publications have been cited 259 times in 193 Documents Cited by ▼ Year ▼
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
247
2013
PCA consistency in high dimension, low sample size context. Zbl 1191.62108
Jung, Sungkyu; Marron, J. S.
96
2009
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
49
2012
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
28
2011
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
16
2012
Nested sphere statistics of skeletal models. Zbl 1314.68357
Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S.
13
2013
Incorporating covariates into integrated factor analysis of multi-view data. Zbl 1405.62188
Li, Gen; Jung, Sungkyu
10
2017
On the number of principal components in high dimensions. Zbl 07072419
Jung, Sungkyu; Lee, Myung Hee; Ahn, Jeongyoun
8
2018
Scaling-rotation distance and interpolation of symmetric positive-definite matrices. Zbl 1321.15020
Jung, Sungkyu; Schwartzman, Armin; Groisser, David
7
2015
Small-sphere distributions for directional data with application to medical imaging. Zbl 1444.62067
Kim, Byungwon; Huckemann, Stephan; Schulz, Jörn; Jung, Sungkyu
6
2019
Dimension reduction on polyspheres with application to skeletal representations. Zbl 1376.94012
Eltzner, Benjamin; Jung, Sungkyu; Huckemann, Stephan
5
2015
Kurtosis test of modality for rotationally symmetric distributions on hyperspheres. Zbl 1440.62202
Kim, Byungwon; Schulz, Jörn; Jung, Sungkyu
4
2020
Geometric foundations for scaling-rotation statistics on symmetric positive definite matrices: minimal smooth scaling-rotation curves in low dimensions. Zbl 1361.53061
Groisser, David; Jung, Sungkyu; Schwartzman, Armin
4
2017
Continuum directions for supervised dimension reduction. Zbl 1469.62088
Jung, Sungkyu
3
2018
Penalized orthogonal iteration for sparse estimation of generalized eigenvalue problem. Zbl 07499088
Jung, Sungkyu; Ahn, Jeongyoun; Jeon, Yongho
3
2019
A statistical approach to set classification by feature selection with applications to classification of histopathology images. Zbl 1299.62124
Jung, Sungkyu; Qiao, Xingye
3
2014
Object shape representation via skeletal models (s-reps) and statistical analysis. Zbl 1451.92187
Pizer, Stephen M.; Hong, Junpyo; Vicory, Jared; Liu, Zhiyuan; Marron, J. S.; Choi, Hyo-young; Damon, James; Jung, Sungkyu; Paniagua, Beatriz; Schulz, Jörn; Sharma, Ankur; Tu, Liyun; Wang, Jiyao
2
2020
Clustering on the torus by conformal prediction. Zbl 1498.62229
Jung, Sungkyu; Park, Kiho; Kim, Byungwon
1
2021
Adjusting systematic bias in high dimensional principal component scores. Zbl 1524.62286
Jung, Sungkyu
1
2022
Adjusting systematic bias in high dimensional principal component scores. Zbl 1524.62286
Jung, Sungkyu
1
2022
Clustering on the torus by conformal prediction. Zbl 1498.62229
Jung, Sungkyu; Park, Kiho; Kim, Byungwon
1
2021
Kurtosis test of modality for rotationally symmetric distributions on hyperspheres. Zbl 1440.62202
Kim, Byungwon; Schulz, Jörn; Jung, Sungkyu
4
2020
Object shape representation via skeletal models (s-reps) and statistical analysis. Zbl 1451.92187
Pizer, Stephen M.; Hong, Junpyo; Vicory, Jared; Liu, Zhiyuan; Marron, J. S.; Choi, Hyo-young; Damon, James; Jung, Sungkyu; Paniagua, Beatriz; Schulz, Jörn; Sharma, Ankur; Tu, Liyun; Wang, Jiyao
2
2020
Small-sphere distributions for directional data with application to medical imaging. Zbl 1444.62067
Kim, Byungwon; Huckemann, Stephan; Schulz, Jörn; Jung, Sungkyu
6
2019
Penalized orthogonal iteration for sparse estimation of generalized eigenvalue problem. Zbl 07499088
Jung, Sungkyu; Ahn, Jeongyoun; Jeon, Yongho
3
2019
On the number of principal components in high dimensions. Zbl 07072419
Jung, Sungkyu; Lee, Myung Hee; Ahn, Jeongyoun
8
2018
Continuum directions for supervised dimension reduction. Zbl 1469.62088
Jung, Sungkyu
3
2018
Incorporating covariates into integrated factor analysis of multi-view data. Zbl 1405.62188
Li, Gen; Jung, Sungkyu
10
2017
Geometric foundations for scaling-rotation statistics on symmetric positive definite matrices: minimal smooth scaling-rotation curves in low dimensions. Zbl 1361.53061
Groisser, David; Jung, Sungkyu; Schwartzman, Armin
4
2017
Scaling-rotation distance and interpolation of symmetric positive-definite matrices. Zbl 1321.15020
Jung, Sungkyu; Schwartzman, Armin; Groisser, David
7
2015
Dimension reduction on polyspheres with application to skeletal representations. Zbl 1376.94012
Eltzner, Benjamin; Jung, Sungkyu; Huckemann, Stephan
5
2015
A statistical approach to set classification by feature selection with applications to classification of histopathology images. Zbl 1299.62124
Jung, Sungkyu; Qiao, Xingye
3
2014
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
247
2013
Nested sphere statistics of skeletal models. Zbl 1314.68357
Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S.
13
2013
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
49
2012
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
16
2012
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
28
2011
PCA consistency in high dimension, low sample size context. Zbl 1191.62108
Jung, Sungkyu; Marron, J. S.
96
2009
all cited Publications top 5 cited Publications
all top 5

Cited by 355 Authors

16 Aoshima, Makoto
16 Yata, Kazuyoshi
15 Jung, Sungkyu
15 Marron, James Stephen
11 Huckemann, Stephan F.
9 Ghosh, Anil Kumar
6 Eltzner, Benjamin
5 Fan, Jianqing
5 Ishii, Aki
5 Schulz, Jörn
4 Ahn, Jeongyoun
4 García-Portugués, Eduardo
4 Pan, Guangming
4 Srivastava, Anuj
3 Biswas, Munmun
3 Bolivar-Cime, Addy
3 Cai, Tianwen
3 Damon, James Norman
3 Dryden, Ian L.
3 Gaynanova, Irina
3 Liao, Yuan
3 Lock, Eric F.
3 Ma, Zongming
3 Mardia, Kanti V.
3 Müller, Hans-Georg
3 Naito, Kanta
3 Pennec, Xavier
3 Sarkar, Soham
2 Bhattacharya, Rabi N.
2 Cook, Dianne
2 Groisser, David
2 Hofmann, Heike
2 Hotz, Thomas
2 Hu, Jiang
2 Kim, Byungwon
2 Kim, Kwang-Rae
2 Koch, Inge
2 Le, Huiling
2 Li, Lexin
2 Lin, Lizhen
2 Lin, Qian
2 Liu, Jun S.
2 Lopes, Miles E.
2 MacDonald, Iain Lachie
2 Nakayama, Yugo
2 Park, Yunyoung
2 Pewsey, Arthur
2 Pigoli, Davide
2 Pizer, Stephen M.
2 Qiao, Xingye
2 Schwartzman, Armin
2 Secchi, Piercesare
2 Shen, Dan
2 Shen, Haipeng
2 Taheri, Mohsen
2 Tamatani, Mitsuru
2 Tian, Peng
2 Tucker, J. Derek
2 Wang, Kaizheng
2 Wang, Weichen
2 Wu, Wei
2 Wu, Yihong
2 Xu, Xingzhong
2 Zhong, Pingshou
2 Zhou, Yihui
2 Zhou, Zhiyang
2 Zhu, Hongtu
1 Abbe, Emmanuel
1 Ahfock, Daniel C.
1 Ahmad, Amir A.
1 Allen, Genevera I.
1 Alonso, Andrés M.
1 Aston, John A. D.
1 Bai, Jushan
1 Bai, Zhi-Dong
1 Bailey, Natalia
1 Bakar, Shaiful Anuar Abu
1 Bando, Takuma
1 Baraille, Rémy
1 Barigozzi, Matteo
1 Beraha, Mario
1 Biswas, Rahul
1 Bondell, Howard D.
1 Borgert, J. E.
1 Borysov, Petro
1 Bouveyron, Charles
1 Bowler, Russell P.
1 Chan, Tony Fan-Cheong
1 Chang, Woonyoung
1 Chautru, Emilie
1 Chen, Rong
1 Chen, Ting-Li
1 Chen, Yaqing
1 Chi, Yueh-Yun
1 Cho, Minho
1 Chung, Hee Cheol
1 Coad, D. Stephen
1 Cole, Martin J.
1 Consagra, William
1 Cordova-Rodriguez, L. M.
...and 255 more Authors
all top 5

Cited in 63 Serials

29 Journal of Multivariate Analysis
19 The Annals of Statistics
12 The Annals of Applied Statistics
9 Journal of the American Statistical Association
9 Electronic Journal of Statistics
7 Biometrics
5 Scandinavian Journal of Statistics
5 Journal of Statistical Planning and Inference
5 Communications in Statistics. Theory and Methods
5 Test
5 Journal of Computational and Graphical Statistics
4 Computational Statistics and Data Analysis
4 Journal of Mathematical Imaging and Vision
3 Biometrical Journal
3 Statistica Sinica
3 Australian & New Zealand Journal of Statistics
3 Sankhyā. Series A
3 Statistics and Computing
3 Stat
2 Journal of Econometrics
2 Statistics & Probability Letters
2 Sequential Analysis
2 SIAM Journal on Matrix Analysis and Applications
2 Machine Learning
2 Computational Statistics
2 Journal of Applied Statistics
2 Statistical Analysis and Data Mining
1 The Canadian Journal of Statistics
1 Journal of Computational Physics
1 Psychometrika
1 Annals of the Institute of Statistical Mathematics
1 Automatica
1 Memoirs of the American Mathematical Society
1 Operations Research
1 Proceedings of the American Mathematical Society
1 Journal of the Japan Statistical Society
1 Computer Aided Geometric Design
1 Journal of Classification
1 Statistics
1 Probability Theory and Related Fields
1 Statistical Science
1 Discrete & Computational Geometry
1 Sugaku Expositions
1 Differential Geometry and its Applications
1 Communications in Statistics. Simulation and Computation
1 Linear Algebra and its Applications
1 Stochastic Processes and their Applications
1 SIAM Journal on Scientific Computing
1 Bernoulli
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Brazilian Journal of Probability and Statistics
1 Journal of Machine Learning Research (JMLR)
1 Hacettepe Journal of Mathematics and Statistics
1 Oberwolfach Reports
1 Journal of the Korean Statistical Society
1 Journal of Statistical Theory and Practice
1 Sankhyā. Series B
1 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
1 Random Matrices: Theory and Applications
1 Journal of Computational Dynamics
1 Journal of Statistical Distributions and Applications
1 Journal of the Japan Statistical Society. Japanese Issue
1 Japanese Journal of Statistics and Data Science
all top 5

Cited in 25 Fields

179 Statistics (62-XX)
24 Probability theory and stochastic processes (60-XX)
15 Differential geometry (53-XX)
14 Numerical analysis (65-XX)
13 Linear and multilinear algebra; matrix theory (15-XX)
12 Computer science (68-XX)
6 Biology and other natural sciences (92-XX)
5 Global analysis, analysis on manifolds (58-XX)
4 Information and communication theory, circuits (94-XX)
2 Ordinary differential equations (34-XX)
2 General topology (54-XX)
2 Algebraic topology (55-XX)
2 Operations research, mathematical programming (90-XX)
1 General and overarching topics; collections (00-XX)
1 Algebraic geometry (14-XX)
1 Partial differential equations (35-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 Integral equations (45-XX)
1 Functional analysis (46-XX)
1 Calculus of variations and optimal control; optimization (49-XX)
1 Geometry (51-XX)
1 Manifolds and cell complexes (57-XX)
1 Geophysics (86-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Systems theory; control (93-XX)

Citations by Year