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
Comparison of reprogramming methods by single cell analysis identifies premature viral inactivation as a barrier to successful reprogramming and reveals a common reprogramming trajectory between cell types
Elizabeth Schifano, Craig Nelson, Ion I Mandoiu, Frederick W. Kolling IV, Ofer Harel, Kun Chen, Haim Bar, Kyung-Min Chung
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

Regularization vs. relaxation: a conic approach to variable selection in linear regression
Jeff Linderoth, Hongbo Dong, Kun Chen
Research Type: Journal Article

http://www.optimization-online.org/DB_HTML/2015/05/4932.html
Boosted sparse and low-rank tensor regression
Kun Chen, Jiayu Zhou, Lifang He, Wanwan Xu, Fei Wang
Research Type: Journal Article

Stagewise sparse and low-rank decomposition
Wanwan Xu, Kun Chen
Research Type: Journal Article

SOFAR: large-scale association network learning
Kun Chen, Y. Fan, Jinchi Lv, Wei Lin, Y. Uematsu
Research Type: Journal Article

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

The association of prescription opioid use with suicide attempts: An analysis of statewide medical claims data
Nathaniel M Rickles, Robert H. Aseltine, Jr., Kun Chen, Yong Chen, Chongliang Luo, Riddhi Doshi, Harold Schwartz
Research Type: Journal Article

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

Sequential pursue for generalized co-sparse factor regression
Dipak Dey, Aditya Mishra, Kun Chen
Research Type: Journal Article

Stagewise generalized estimation equations for efficient interaction selection
Gregory Vaughan, Jun Yan, Kun Chen, Robert Aseltine
Research Type: Journal Article