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Modified check loss for efficient estimation via model selection in quantile regression

Jung, Yoonsuh; MacEachern, Steven N.; Kim, Hang

ArticleIssue Date2021CitationJOURNAL OF APPLIED STATISTICS, v.48, no.5, pp.866 - 886PublisherTAYLOR & FRANCIS LTD

SCIESCOPUS

A fast algorithm for the accelerated failure time model with high-dimensional time-to-event data

Choi, Taehwa; Choi, Sangbum

ArticleIssue Date2021CitationJOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v.91, no.16, pp.3385 - 3403PublisherTAYLOR & FRANCIS LTD

SCIESCOPUS

Doubly-robust methods for differences in restricted mean lifetimes using pseudo-observations

Choi, Sangbum; Choi, Taehwa; Lee, Hye-Young; Han, Sung Won; Bandyopadhyay, Dipankar

ArticleIssue Date2022CitationPHARMACEUTICAL STATISTICS, v.21, no.6, pp.1185 - 1198PublisherWILEY

SCIESCOPUS

Minimax bounds for estimating multivariate Gaussian location mixtures

Kim, A.K.H.; Guntuboyina, A.

ArticleIssue Date2022CitationElectronic Journal of Statistics, v.16, no.1, pp.1461 - 1484PublisherInstitute of Mathematical Statistics

SCIESCOPUS

Nonparametric Bayesian functional two-part random effects model for longitudinal semicontinuous data analysis

Park, Jinsu; Choi, Taeryon; Chung, Yeonseung

ArticleIssue Date2021CitationBIOMETRICAL JOURNAL, v.63, no.4, pp.787 - 805PublisherWILEY

SCIESSCISCOPUS

Latent Class Analysis for Repeatedly Measured Multiple Latent Class Variables

Jeon, Saebom; Seo, Tae Seok; Anthony, James C.; Chung, Hwan

ArticleIssue Date2022CitationMULTIVARIATE BEHAVIORAL RESEARCH, v.57, no.2-3, pp.341 - 355PublisherROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD

SCIESCOPUS

Flexible Bayesian quantile curve fitting with shape restrictions under the Dirichlet process mixture of the generalized asymmetric Laplace distribution

Kobayashi, Genya; Roh, Taeyoung; Lee, Jangwon; Choi, Taeryon

ArticleIssue Date2021CitationCANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, v.49, no.3, pp.698 - 730PublisherWILEY

SCIESCOPUS

Quantile regression for competing risks data from stratified case-cohort studies: an induced-smoothing approach

Son, Dongjae; Choi, Sangbum; Kang, Sangwook

ArticleIssue Date2022CitationJOURNAL OF STATISTICAL COMPUTATION AND SIMULATIONPublisherTAYLOR & FRANCIS LTD

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