Browse by Subject VARIABLE SELECTION

Showing results 1 to 22 of 22

1
A nonparametric approach based on a Markov like property for classification

Park, Eun Sug; Spiegelman, Clifford; Ahn, Jeongyoun, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, v.108, no.2, pp.87 - 92, 2011-10

2
Block thresholding wavelet regression using SCAD penalty

Park, Cheolwoo, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, v.140, no.9, pp.2755 - 2770, 2010-09

3
BRIDGE ESTIMATION FOR LINEAR REGRESSION MODELS WITH MIXING PROPERTIES

Lee, Taewook; Park, Cheolwoo; Yoon, Young Joo, AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, v.56, no.3, pp.283 - 302, 2014-09

4
Bridge regression: Adaptivity and group selection

Park, Cheolwoo; Yoon, Young Joo, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, v.141, no.11, pp.3506 - 3519, 2011-11

5
Corporate Bankruptcy Prediction Using Machine Learning Methodologies with a Focus on Sequential Data

Kim, Hyeongjun; Cho, Hoon; Ryu, Doojin, COMPUTATIONAL ECONOMICS, v.59, no.3, pp.1231 - 1249, 2022-03

6
Feature selection with scalable variational gaussian process via sensitivity analysis based on L(2 )divergence

Jeon, Younghwan; Hwang, Ganguk, NEUROCOMPUTING, v.518, pp.577 - 592, 2023-01

7
Gene selection using support vector machines with non-convex penalty

Zhang, HH; Ahn, Jeongyoun; Lin, X; Park, Cheolwoo, BIOINFORMATICS, v.22, no.1, pp.88 - 95, 2006-01

8
Identification of Association Between Disease and Multiple Markers Via Sparse Partial Least-Squares Regression

Chun, Hyonho; Ballard, David H.; Cho, Judy; Zhao, Hongyu, GENETIC EPIDEMIOLOGY, v.35, no.6, pp.479 - 486, 2011-09

9
Measuring corporate failure risk: Does long short-term memory perform better in all markets?

Kim, Hyeongjun; Cho, Hoon; Ryu, Doojin, INVESTMENT ANALYSTS JOURNAL, v.52, no.1, pp.40 - 52, 2023-03

10
Minimum Distance Lasso for robust high-dimensional regression

Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho, ELECTRONIC JOURNAL OF STATISTICS, v.10, no.1, pp.1296 - 1340, 2016-05

11
Multi-class classification using a signomial function

Hwang, Kyoungmi; Lee, Kyungsik; Lee, Chungmok; Park, Sung-Soo, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, v.66, no.3, pp.434 - 449, 2015-03

12
On an Additive Semigraphoid Model for Statistical Networks With Application to Pathway Analysis

Li, Bing; Chun, Hyonho; Zhao, Hongyu, JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, v.109, no.507, pp.1188 - 1204, 2014-07

13
Penalized expectile regression: an alternative to penalized quantile regression

Liao, Lina; Park, Cheolwoo; Choi, Hosik, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, v.71, no.2, pp.409 - 438, 2019-04

14
Penalized regression models with autoregressive error terms

Yoon, Young Joo; Park, Cheolwoo; Lee, Taewook, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v.83, no.9, pp.1756 - 1772, 2013-09

15
Properties of h-Likelihood Estimators in Clustered Data

Lee, Youngjo; Kim, Gwangsu, INTERNATIONAL STATISTICAL REVIEW, v.88, no.2, pp.380 - 395, 2020-08

16
Regularized boxplot via convex clustering

Choi, Hosik; Poythress, J. C.; Park, Cheolwoo; Jeon, Jong-June; Park, Changyi, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v.89, no.7, pp.1227 - 1247, 2019-05

17
Robust estimation of sparse precision matrix using adaptive weighted graphical lasso approach

Tang, Peng; Jiang, Huijing; Kim, Heeyoung; Deng, Xinwei, JOURNAL OF NONPARAMETRIC STATISTICS, v.33, no.2, pp.249 - 272, 2021-04

18
Robust precision matrix estimation via weighted median regression with regularization

Chun, Hyonho; Lee, Myung Hee; Kim, Sung-Ho; Oh, Jihwan, CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, v.46, no.2, pp.265 - 278, 2018-06

19
Semiparametric estimation for measurement error models with validation data

Xu, Yuhang; Kim, Jae Kwang; Li, Yehua, CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, v.45, no.2, pp.185 - 201, 2017-06

20
Silence on the relevant literature and errors in implementation

Bastiaens, Philippe; Birtwistle, Marc R.; Bluethgen, Nils; Bruggeman, Frank J.; Cho, Kwang-Hyun; Cosentino, Carlo; de la Fuente, Alberto; et al, NATURE BIOTECHNOLOGY, v.33, no.4, pp.336 - 339, 2015-04

21
Sparse Estimation of Conditional Graphical Models With Application to Gene Networks

Li, Bing; Chun, Hyonho; Zhao, Hongyu, JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, v.107, no.497, pp.152 - 167, 2012-03

22
Support vector machines with adaptive L-q penalty

Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.51, no.12, pp.6380 - 6394, 2007-08

rss_1.0 rss_2.0 atom_1.0