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Empirical Bayes analysis of unreplicated microarray data

Cho, HyungJun; Kang, Jaewoo; Lee, Jae K.

ArticleIssue Date2009CitationCOMPUTATIONAL STATISTICS, v.24, no.3, pp 393 - 408PublisherSPRINGER HEIDELBERG

SCIESCOPUS

Accountable survival contrast-learning for optimal dynamic treatment regimes open access

Choi, Taehwa; Lee, Hyunjun; Choi, Sangbum

ArticleIssue Date2023CitationScientific Reports, v.13, no.1PublisherNature Research

SCIESCOPUS

Median regression tree for analysis of censored survival data

Cho, Hyung Jun; Hong, Seung-Mo

ArticleIssue Date2008CitationIEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, v.38, no.3, pp 715 - 726PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

SCIESCOPUS

Adjusted-crude-incidence analysis of multiple treatments and unbalanced samples on competing risks

Choi, Sangbum; Kim, Chaewon; Zhong, Hua; Ryu, Eun-Seok; Han, Sung Won

ArticleIssue Date2019CitationSTATISTICS AND ITS INTERFACE, v.12, no.3, pp 423 - 437PublisherINT PRESS BOSTON, INC

SCIESCOPUS

Bayesian inference for the proportion of true null hypotheses using minimum Hellinger distance

Kang, Moonsu; Lee, Jaewon

ArticleIssue Date2012CitationJOURNAL OF STATISTICAL PLANNING AND INFERENCE, v.142, no.4, pp 820 - 825PublisherELSEVIER SCIENCE BV

SCIESCOPUS

Sparse signal shrinkage and outlier detection in high-dimensional quantile regression with variational Bayes

Lim, Daeyoung; Park, Beomjo; Nott, David; Wang, Xueou; Choi, Taeryon

ArticleIssue Date2020CitationSTATISTICS AND ITS INTERFACE, v.13, no.2, pp 237 - 249PublisherINT PRESS BOSTON, INC

SCIESCOPUS

Penalized B-spline estimator for regression functions using total variation penalty

Jhong, Jae-Hwan; Koo, Ja-Yong; Lee, Seong-Whan

ArticleIssue Date2017CitationJOURNAL OF STATISTICAL PLANNING AND INFERENCE, v.184, pp 77 - 93PublisherELSEVIER SCIENCE BV

SCIESCOPUS

Non-parametric Bayesian covariate-dependent multivariate functional clustering: An application to time-series data for multiple air pollutants

Yang, Daewon; Choi, Taeryon; Lavigne, Eric; Chung, Yeonseung

ArticleIssue Date2022CitationJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, v.71, no.5, pp 1521 - 1542PublisherOXFORD UNIV PRESS

SCIESCOPUS

Optimal regression parameter-specific shrinkage by plug-in estimation

Jung, Yoonsuh

ArticleIssue Date2020CitationCOMMUNICATIONS IN STATISTICS-THEORY AND METHODS, v.49, no.18, pp 4490 - 4505PublisherTAYLOR & FRANCIS INC

SCIESCOPUS

Simultaneous estimation for non-crossing multiple quantile regression with right censored data

Bang, Sungwan; Cho, HyungJun; Jhun, Myoungshic

ArticleIssue Date2016CitationSTATISTICS AND COMPUTING, v.26, no.1-2, pp 131 - 147PublisherSPRINGER

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