• 244 Citations
  • 6 h-Index
20032019
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Research Output 2003 2019

  • 244 Citations
  • 6 h-Index
  • 16 Article
  • 1 Comment/debate
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Article
2019

Clinical significance of evaluating coronary atherosclerosis in adult patients with hypertrophic cardiomyopathy who have chest pain

Shin, Y. J., Lee, J. H., Yoo, J. Y., Kim, J. A., Jeon, Y., Yoon, Y. E. & Chun, E. J., 2019 Sep 1, In : European Radiology. 29, 9, p. 4593-4602 10 p.

Research output: Contribution to journalArticle

Hypertrophic Cardiomyopathy
Chest Pain
Coronary Artery Disease
Area Under Curve
Pathologic Constriction

Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem

Jung, S., Ahn, J. & Jeon, Y., 2019 Jul 3, In : Journal of Computational and Graphical Statistics. 28, 3, p. 710-721 12 p.

Research output: Contribution to journalArticle

Generalized Eigenvalue Problem
Discriminant Analysis
Sufficient Dimension Reduction
Principal Component Analysis
Iteration

Sparse graphical models via calibrated concave convex procedure with application to fMRI data

Son, S., Park, C. & Jeon, Y., 2019 Jan 1, (Accepted/In press) In : Journal of Applied Statistics.

Research output: Contribution to journalArticle

Functional Magnetic Resonance Imaging
Graphical Models
Penalty
Deviation
Quadratic Function
2018
2 Citations (Scopus)

Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data

Safo, S. E., Ahn, J., Jeon, Y. & Jung, S., 2018 Dec, In : Biometrics. 74, 4, p. 1362-1371 10 p.

Research output: Contribution to journalArticle

Canonical Correlation Analysis
Generalized Eigenvalue Problem
Methylation
Gene Expression Data
Gene expression
2016
3 Citations (Scopus)

An exploratory data analysis in scale-space for interval-valued data

Park, C., Jeon, Y. & Kang, K. H., 2016 Oct 25, In : Journal of Applied Statistics. 43, 14, p. 2643-2660 18 p.

Research output: Contribution to journalArticle

Exploratory Data Analysis
Scale Space
Interval
Single valued
Data analysis
2015
5 Citations (Scopus)

A Nonparametric Kernel Approach to Interval-Valued Data Analysis

Jeon, Y., Ahn, J. & Park, C., 2015 Oct 2, In : Technometrics. 57, 4, p. 566-575 10 p.

Research output: Contribution to journalArticle

Regression analysis
Data analysis
kernel
Interval
Predictors
2 Citations (Scopus)

Sparse HDLSS discrimination with constrained data piling

Ahn, J. & Jeon, Y., 2015 Apr 28, In : Computational Statistics and Data Analysis. 90, p. 74-83 10 p., 6079.

Research output: Contribution to journalArticle

Discrimination
Piles
Computational efficiency
Speech recognition
Gene expression
2013
9 Citations (Scopus)

A gamma kernel density estimation for insurance loss data

Jeon, Y. & Kim, J. H. T., 2013 Nov 1, In : Insurance: Mathematics and Economics. 53, 3, p. 569-579 11 p.

Research output: Contribution to journalArticle

Kernel Density Estimation
Insurance
Kernel Density Estimator
Model
Compound Distribution
9 Citations (Scopus)

Credibility theory based on trimming

Kim, J. H. T. & Jeon, Y., 2013 Jul 1, In : Insurance: Mathematics and Economics. 53, 1, p. 36-47 12 p.

Research output: Contribution to journalArticle

Credibility Theory
Trimming
Credibility
Trimmed Mean
Coherent Risk Measures
6 Citations (Scopus)

HDLSS discrimination with adaptive data piling

Lee, M. H., Ahn, J. & Jeon, Y., 2013 Dec 17, In : Journal of Computational and Graphical Statistics. 22, 2, p. 433-451 19 p.

Research output: Contribution to journalArticle

Higher Dimensions
Discrimination
Sample Size
Scatter
Sample size
6 Citations (Scopus)

Nonparametric density estimation in high-dimensions

Gu, C., Jeon, Y. & Lin, Y., 2013 Jul 1, In : Statistica Sinica. 23, 3, p. 1131-1153 23 p.

Research output: Contribution to journalArticle

Nonparametric Density Estimation
Reformulation
Higher Dimensions
Penalized Likelihood
Conditional Independence
2012
1 Citation (Scopus)

A characterization of the log-density smoothing spline ANOVA model

Jeon, Y., 2012 Jun 15, In : Communications in Statistics - Theory and Methods. 41, 12, p. 2081-2087 7 p.

Research output: Contribution to journalArticle

Smoothing Splines
Density Function
Model
Main Effect
Valid
12 Citations (Scopus)

A resampling approach for interval-valued data regression

Ahn, J., Peng, M., Park, C. & Jeon, Y., 2012 Aug 1, In : Statistical Analysis and Data Mining. 5, 4, p. 336-348 13 p.

Research output: Contribution to journalArticle

Resampling
Regression
Interval
Linear regression
Regression analysis
2006
13 Citations (Scopus)

An effective method for high-dimensionallog-density anova estimation, with application to nonparametric graphical model building

Jeon, Y. & Lin, Y., 2006 Apr 1, In : Statistica Sinica. 16, 2, p. 353-374 22 p.

Research output: Contribution to journalArticle

Nonparametric Model
Density Estimation
Graphical Models
High-dimensional
M-estimation
163 Citations (Scopus)

Random forests and adaptive nearest neighbors

Lin, Y. & Jeon, Y., 2006 Jun 1, In : Journal of the American Statistical Association. 101, 474, p. 578-590 13 p.

Research output: Contribution to journalArticle

Random Forest
Nearest Neighbor
Assign
Nearest Neighbor Method
Target
2003
13 Citations (Scopus)

Discriminant analysis through a semiparametric model

Lin, Y. & Jeon, Y., 2003 Jun 1, In : Biometrika. 90, 2, p. 379-392 14 p.

Research output: Contribution to journalArticle

Semiparametric Model
Discriminant Analysis
Discriminant analysis
discriminant analysis
Functional analysis