Browse by Subject LASSO

Showing results 1 to 17 of 17

1
A doubly sparse approach for group variable selection

Kwon, Sunghoon; Ahn, Jeongyoun; Jang, Woncheol; Lee, Sangin; Kim, Yongdai, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, v.69, no.5, pp.1 - 29, 2017-10

2
A single interval based classifier

Kim, Heeyoung; Huo, Xiaoming; Shi, Jianjun, ANNALS OF OPERATIONS RESEARCH, v.216, no.1, pp.307 - 325, 2014-05

3
(A) 24 GHz ISM band pulse radar with an improved range resolution for short-range applications = 단거리 응용 분야를 위한 향상된 거리 분해능을 가지는 24 GHz ISM 대역 펄스 레이더link

Won, You-Sun; 원유선; et al, 한국과학기술원, 2016

4
Autocovariance Function Estimation via Penalized Regression

Liao, Lina; Park, Cheolwoo; Hannig, Jan; Kang, Kee-Hoon, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.25, no.4, pp.1041 - 1056, 2016-12

5
Discovering the drivers of stock market volatility in a data-rich world

Chun, Dohyun; Cho, Hoon; Ryu, Doojin, JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, v.82, 2023-01

6
Graphical Models via Univariate Exponential Family Distributions

Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera I.; Liu, Zhandong, JOURNAL OF MACHINE LEARNING RESEARCH, v.16, pp.3813 - 3847, 2015-12

7
Grouped variable screening for ultra-high dimensional data for linear model

Qiu, Debin; Ahn, Jeongyoun, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.144, 2020-04

8
Joint estimation and regularized aggregation of brain network in FMRI data

Chung, Jongik; Jackson, Brooke S; Mcdowell, Jennifer E; Park, Cheolwoo, JOURNAL OF NEUROSCIENCE METHODS, v.364, pp.109374, 2021-12

9
Nonparametric Bayes Conditional Distribution Modeling With Variable Selection

Chung, Yeonseung; Dunson, David B., JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, v.104, no.488, pp.1646 - 1660, 2009-12

10
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

11
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

12
Range Resolution Improvement of a 24 GHz ISM Band Pulse Radar-A Feasibility Study

Won, You Sun; Kim, Chung Hwan; Lee, Sang-Gug, IEEE SENSORS JOURNAL, v.15, no.12, pp.7142 - 7149, 2015-12

13
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

14
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

15
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

16
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

17
Sparse partial least squares regression for simultaneous dimension reduction and variable selection

Chun, Hyonho; Keles, Suenduez, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, v.72, pp.3 - 25, 2010

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