• 119 Citations
  • 6 h-Index
20122019
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Fingerprint Dive into the research topics where Yoonsuh Jung is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Quantile Regression Mathematics
Penalty Mathematics
Outlier Mathematics
Cross-validation Mathematics
Regression Mathematics
Shrinkage Mathematics
High-dimensional Mathematics
Estimation of Proportion Mathematics

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Research Output 2012 2019

  • 119 Citations
  • 6 h-Index
  • 16 Article
  • 1 Review article

A numerical study on group quantile regression models

Kim, D. & Jung, Y., 2019 Jan 1, In : Communications for Statistical Applications and Methods. 26, 4, p. 359-370 12 p.

Research output: Contribution to journalArticle

Open Access
Quantile Regression
Grouping
Numerical Study
Regression Model
Penalty

Nonlinear regression models for heterogeneous data with massive outliers

Jung, Y., 2019 Jun 11, In : Journal of Applied Statistics. 46, 8, p. 1456-1477 22 p.

Research output: Contribution to journalArticle

Nonlinear Regression Model
Outlier
Nonlinear Model
Generalized Additive Models
Smoothing Splines
Plug-in
Shrinkage
Regression
Regression Estimator
Shrinkage Estimator

Review: Reversed low-rank ANOVA model for transforming high dimensional genetic data into low dimension

Jung, Y. & Hu, J., 2019 Jun 1, In : Journal of the Korean Statistical Society. 48, 2, p. 169-178 10 p.

Research output: Contribution to journalReview article

High-dimensional
Phenotype
Term
Model
Interaction
1 Citation (Scopus)

Transformed low-rank ANOVA models for high-dimensional variable selection

Jung, Y., Zhang, H. & Hu, J., 2019 Apr 1, In : Statistical Methods in Medical Research. 28, 4, p. 1230-1246 17 p.

Research output: Contribution to journalArticle

Variable Selection
Analysis of Variance
High-dimensional
Phenotype
Patient Selection