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Bayesian Approach to Multivariate Component-Based Logistic Regression: Analyzing Correlated Multivariate Ordinal Dataopen access

Park, Ju-Hyun; Choi, Ji Yeh; Lee, Jungup; Kyung, Minjung

ArticleIssue Date2022CitationMultivariate Behavioral Research, v.57, no.4, pp 543 - 560PublisherTaylor & Francis
SCIESCOPUSKCI
Bayesian curve fitting and clustering with Dirichlet process mixture models for microarray data

Park, Ju-Hyun; Kyung, Minjung

ArticleIssue Date2019CitationJOURNAL OF THE KOREAN STATISTICAL SOCIETY, v.48, no.2, pp 207 - 220PublisherKOREAN STATISTICAL SOC
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Bayesian Extended Redundancy Analysis: A Bayesian Approach to Component-based Regression with Dimension Reductionopen access

Choi, Ji Yeh; Kyung, Minjung; Hwang, Heungsun; Park, Ju-Hyun

ArticleIssue Date2020CitationMULTIVARIATE BEHAVIORAL RESEARCH, v.55, no.1, pp 30 - 48PublisherROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
SCIESSCISCOPUS
Bayesian Mixture Model of Extended Redundancy Analysis

Kyung, Minjung; Park, Ju-Hyun; Choi, Ji Yeh

ArticleIssue Date2022CitationPsychometrika, v.87, no.3, pp 946 - 966PublisherCambridge University Press
SCIESCOPUS
Clustering of temporal profiles in US climate change data using logistic mixture of spatial multivariate linear models

Lee, Seonwoo; Lee, Keunbaik; Park, Ju-Hyun; Kyung, Minjung; Yun, Seong-Taek; Lee, Jieun; Joo, Yongsung

ArticleIssue Date2024CitationStochastic Environmental Research and Risk Assessment, v.38, no.9, pp 3719 - 3733PublisherSpringer Verlag
SCIESSCISCOPUS
Mediation Analysis in Bayesian Extended Redundancy Analysis with Mixed Outcome Variablesopen access

Choi, Ji Yeh; Kyung, Minjung; Park, Ju-Hyun

ArticleIssue Date2025CitationPsychometrika, v.90, no.1, pp 251 - 279PublisherCambridge University Press
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