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
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

Spatial Tweedie exponential dispersion models
2020
Aritra Halder, Kun Chen, Dipak Dey, Shariq Mohammed
Research Type: Journal Article

Embracing study heterogeneity for finding genetic interactions in large-scale research consortia
2020
Jing Huang, Casey S Greene, Paul Scheet, Elisabetta Manduchi, Jason H Moore, Yulun Liu, Kun Chen, Yong Chen, Ryan J Urbanowicz
Research Type: Journal Article

Identifying risk factors for mortality among patients previously hospitalized for a suicide attempt
2020
Riddhi Doshi, Fei Wang, Robert H. Aseltine, Harold Schwartz, AI Herzog, Kun Chen
Research Type: Journal Article

Regularized Fingerprinting in Detection and Attribution of Climate Change with Weight Matrix Optimizing the Efficiency in Scaling Factor Estimation
2020
Jun Yan, Xuebin Zhang, Kun Chen, Yan 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

Statistically guided divide-and-conquer for sparse factorization of large matrix
2020
Zemin Zheng, Wanwan Xu, Ruipeng Dong, Kun Chen
Research Type: Other Scholarly Work

Excess dietary fructose does not alter gut microbiota or permeability in humans: A pilot randomized controlled study.
2021
S G Daniel, P J Walter, R Vaughan, D R Jones, A Ronning, P R Holt, J L Breslow, J M Walker, J O Alemán, Kun Chen, Wendy Henderson, R MacArthur, K Bittinger
Research Type: Journal Article

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

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

Elucidating the impact of three metallic nanoagrichemicals and their bulk and ionic counterparts on the chemical properties of bulk and rhizosphere soils in rice paddies
2021
Wenjie Sun, Fugen Dou, Xingmao Ma, Xiaoxuan Wang, Xiufen Li, Yinghao Wen, Kun Chen
Research Type: Journal Article

The More Data, the Better? Demystifying Deletion-Based Methods in Linear Regression with Missing Data
2021
Tianchen Xu, Gen Li, Kun Chen
Research Type: Journal Article

Correcting the User Feedback-Loop Bias for Recommendation Systems
2021
Hongyi Wen, Kun Chen, Weishen Pan, Fei Wang, Changshui Zhang, Sen Cui
Research Type: Journal Article

Spatial Tweedie exponential dispersion models: an application to insurance rate-making
2021
Aritra Halder, Dipak Dey, Kun Chen, Shariq Mohammed
Research Type: Journal Article

Excess Dietary Fructose Does Not Alter Gut Microbiota or Permeability in Humans: A Pilot Randomized Controlled Study
2021
Roger Vaughan, Peter J Walter, Jose O Aleman, Kyle Bittinger, Wendy Henderson, Robert MacArthur, Jeanne M Walker, Andrea Ronning, Scott G Daniel, Drew Jones
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

Deep learning survival analysis on the progression to late AMD in the Age-Related Eye Disease Study
2021
Kun Chen, Zhiyong Lu, Matthew Brendel, Yifan Peng, Gregory Cyrus Ghahramani, Qingyu Chen, Fei Wang, Emily Y Chew, Tiarnan DL Keenan
Research Type: Journal Article

Community-level factors and incidence of gun violence in the United States, 2014--2017
2021
Kun Chen, Emily A Hennessy, Anthony Sisti, Blair T Johnson, Michaela Matos, Mary Bernstein, Rebecca L Acabchuk
Research Type: Journal Article

Pursuing sources of heterogeneity in modeling clustered population
2021
Yan Li, Chun Yu, Kun Chen, Robert Aseltine, Yize Zhao, Weixin Yao
Research Type: Journal Article

Generalized co-sparse factor regression
2021
Aditya Mishra, Dipak Dey, Yong Chen, Kun Chen
Research Type: Journal Article