Kun Chen
Professor/Statistics

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Scholarly Contributions

147 Scholarly Contributions

111
Journal Articles
24
Poster/Presentations
4
Technologys
3
Conference Proceedings
2
Other Scholarly Works
2
Books
1
Book Chapter
Model diagnostics in reduced-rank estimation
2016
Kun Chen
Research Type: Journal Article

Model diagnostics in reduced rank estimation
2016
Kun Chen
Research Type: Poster/Presentation

Mixture of linear mixed models using multivariate t distribution
2016
Kun Chen, Xiuqin Bai, Weixin Yao
Research Type: Journal Article

Meta-analysis identifies common gut microbiota signatures in patients with multiple sclerosis
2022
Kun Chen, Helen Tremlett, Qingqi Lin, Laura Cox, David Hafler, Erin Longbrake, Yair Dorsett, Laura Piccio, Howard Weiner, Yufeng Wu, Siobhan Ni Choileain, Ali Mirza, Takashi Yamamura, Yanjiao Zhou
Research Type: Journal Article

https://doi.org/10.21203/rs.3.rs-2026810/v1
Machine Learning for Suicide Risk Prediction in Children and Adolescents with Electronic Health Records
2020
Steven Rogers, Fei Wang, Chang Su, Riddhi Doshi, Kun Chen, Robert Aseltine
Research Type: Journal Article

Log-contrast regression with functional compositional predictors: Linking preterm infants’ gut microbiome trajectories to neurobehavioral outcome
2020
Kun Chen, Zhe Sun, Wanli Xu, Gen Li, Xiaomei Cong
Research Type: Journal Article

Log-Contrast Regression with Functional Compositional Predictors: Linking Preterm Infant's Gut Microbiome Trajectories to Neurobehavioral Outcome
Wanli Xu, Kun Chen, Zhe Sun, Xiaomei Cong, G Li
Research Type: Journal Article

Linking lung airway structure to pulmonary function via hierarchical feature selection
2015
Kun Chen
Research Type: Poster/Presentation

Linking lung airway structure to pulmonary function via composite bridge regression
2016
Kun Chen, Kung-Sik Chan, I. Seetharaman, E. A. Hoffman, Ching-Long Lin
Research Type: Journal Article

Linking and clustering multiscale structural and functional variables in asthmatic populations
2024
Kun Chen, Sean B. Bean, Sally E. Wenzel, Nizar N. Jarjour, Eric A. Hoffman, Mario Castro, Sanghun Choi, Ching-Long Lin, Mark Schiebler
Research Type: Conference Proceedings

Leveraging mixed and incomplete outcomes via reduced-rank regression
Jian Liang, Dipak Dey, Chongliang Luo, Kun Chen, Gen Li, Fei Wang
Research Type: Journal Article

Leveraging mixed and incomplete outcomes via reduced-rank modeling
2018
Fei Wang, Dipak Dey, Gen Li, Changshui Zhang, Kun Chen, Chongliang Luo, Jian Liang
Research Type: Journal Article

Learning to Collaborate
2021
Fei Wang, Changshui Zhang, Weishen Pan, Kun Chen, Jian Liang, Sen Cui
Research Type: Journal Article

Learning Phenotypic Associations for Parkinson’s Disease with Longitudinal Clinical Records
2020
Kun Chen, Fei Wang, Claire Henchcliffe, Weishen Pan, Chang Su
Research Type: Journal Article

It's all relative: New regression paradigm for microbiome compositional data
2020
Kun Chen, Gen Li, Yan Li
Research Type: Journal Article

Integrative survival analysis with uncertain event times in application to a suicide risk study
2019
Robert Aseltine, Jun Yan, Wenjie Wang, Kun Chen
Research Type: Journal Article

Integrative multi-view regression: Bridging group-sparse and low-rank models
2019
Kun Chen, Gen Li, Xiaokang Liu
Research Type: Journal Article

Integrative multi-view reduced-rank regression: Bridging group-sparse and low-rank models
2018
Gen Li, Kun Chen, Xiaokang Liu
Research Type: Journal Article

Integrative Cox regression for modeling uncertain survival records due to imperfect data integration
2017
Kun Chen
Research Type: Poster/Presentation

Integrative Cox model for uncertain survival records due to imperfect data integration
Robert Aseltine, Kun Chen, Jun Yan, Wenjie Wang
Research Type: Journal Article