| PCA consistency in high dimension, low sample size context S Jung, JS Marron The Annals of Statistics 37 (6B), 4104-4130, 2009 | 280 | 2009 |
| Analysis of principal nested spheres S Jung, IL Dryden, JS Marron Biometrika 99 (3), 551-568, 2012 | 121 | 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 | 61 | 2012 |
| Principal arc analysis on direct product manifolds S Jung, M Foskey, JS Marron The Annals of Applied Statistics, 578-603, 2011 | 56 | 2011 |
| 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 | 55 | 2013 |
| 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 | 22 | 2010 |
| Incorporating covariates into integrated factor analysis of multi‐view data G Li, S Jung Biometrics 73 (4), 1433-1442, 2017 | 19 | 2017 |
| 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 | 19 | 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 |
| 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 | 12 | 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 | 12 | 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 | 12 | 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 | 12 | 2014 |
| On the number of principal components in high dimensions S Jung, MH Lee, J Ahn Biometrika 105 (2), 389-402, 2018 | 10 | 2018 |
| 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 | 8 | 2017 |
| Innovations for Shape Analysis SM Pizer, S Jung, D Goswami, J Vicory, X Zhao, R Chaudhuri, JN Damon, ... Springer, 2013 | 7 | 2013 |
| Combined analysis of amplitude and phase variations in functional data S Lee, S Jung arXiv preprint arXiv:1603.01775, 2016 | 6 | 2016 |
| 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 | 5 | 2014 |
| “Generating von Mises Fisher distribution on the unit sphere(s2) S Jung relation 1, 2, 2009 | 5 | 2009 |
| 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 | 4 | 2019 |
J. S. MarronUniversity of North CarolinaVerified email at unc.edu
