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
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

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

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

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

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

Model diagnostics in reduced-rank estimation
2016
Kun Chen
Research Type: Journal Article

Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS
2021
Qingyu Chen, Matthew Brendel, Fei Wang, Yifan Peng, Gregory C Ghahramani, Mingquan Lin, Kun Chen, Zhiyong Lu, Emily Chew, Tiarnan Keenan
Research Type: Journal Article

Multi-view graph convolutional network and its applications on neuroimage analysis for Parkinson's disease
Kun Chen, Yuan Luo, Lifang He, Jiayu Zhou, Xi Zhang, Fei Wang
Research Type: Conference Proceedings

Multivariate Log-Contrast Regression with Sub-Compositional Predictors: Testing the Association Between Preterm Infants' Gut Microbiome and Neurobehavioral Outcomes
2020
G Li, Kun Chen, Kendra Maas, Xiaomei Cong, X Liu
Research Type: Journal Article

Multivariate functional regression via nested reduced-rank regularization
2021
Kun Chen, Xiaokang Liu, Shujie Ma
Research Type: Journal Article

Multivariate log-contrast regression with sub-compositional predictors: testing the association between preterm infants' gut microbiome and neurobehavioral outcomes
2022
Gen Li, Xiaomei Cong, Kendra Maas, Xiaokang Liu, Kun Chen
Research Type: Journal Article

National Heart, Lung and Blood Institute’s Severe Asthma Research Program. Quantitative computed tomographic imaging-based clustering differentiates asthmatic subgroups with distinctive clinical phenotypes
2017
EA Hoffman, Kun Chen, CL Lin, N Jarjour, SE Wenzel, ML Schiebler, S Fain, M Castro, S Choi
Research Type: Journal Article

Neurochemical heterogeneity among lateral hypothalamic hypocre- tin/orexin and melanin-concentrating hormone neurons identified through single cell gene expression analysis
2017
F. Kolling, A. Fujita, A. Jackson, B. Chimileski, Kun Chen, L. Mickelsen, C. Norris, C. Nelson
Research Type: Journal Article

Neurochemical heterogeneity among lateral hypothalamic hypocretin/orexin and melanin-concentrating hormone neurons identified through single-cell gene expression analysis
2017
Alexander Jackson, Craig Nelson, Carol Norris, Kun Chen, Laura E Mickelsen, Akie Fujita, Brock R Chimileski, Fredrick W Kolling, IV
Research Type: Journal Article

On integrative learning of mixed and incomplete data
2017
Kun Chen
Research Type: Poster/Presentation

On large-scale predictive modeling of mixed and incomplete outcomes
2016
Kun Chen
Research Type: Poster/Presentation

On some low-rank models in multivariate time series analysis
2014
Kun Chen
Research Type: Poster/Presentation

On sparse and low-rank estimation in high dimensions
2014
Kun Chen
Research Type: Poster/Presentation

On the degrees of freedom of reduced-rank estimators in multivariate regression
2015
Kun Chen, Naisyin Wang, Ashin Mukhejee, Ji Zhu
Research Type: Journal Article