Statistics
Finance
Kun Chen
Professor/Statistics

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Scholarly Contributions

17 Scholarly Contributions

17
Journal Articles
Integrative Cox model for uncertain survival records due to imperfect data integration
Jun Yan, Robert Aseltine, Wenjie Wang, Kun Chen
Research Type: Journal Article
Assessing big data from lung CT imaging in search of insights into causal and resultant structure-function relationships in Asthma
Sally E. Wenzel, Mario Castro, Kun Chen, Eric A. Hoffman, Kung-Sik Chan, Ching-Long Lin
Research Type: Journal Article
Regularization vs. relaxation: a conic approach to variable selection in linear regression
Hongbo Dong, Kun Chen, Jeff Linderoth
Research Type: Journal Article
Boosted sparse and low-rank tensor regression
Kun Chen
Research Type: Journal Article
SOFAR: large-scale association network learning
Y. Uematsu, Y. Fan, Kun Chen, Wei Lin, Jinchi Lv
Research Type: Journal Article
Leveraging mixed and incomplete outcomes via reduced-rank regression
Chongliang Luo, Fei Wang, Jian Liang, Dipak Dey, Gen Li, Kun Chen
Research Type: Journal Article
Stagewise generalized estimation equations for efficient interaction selection
Robert Aseltine, Kun Chen, Gregory Vaughan, Jun Yan
Research Type: Journal Article
The association of prescription opioid use with suicide attempts: An analysis of statewide medical claims data
Chongliang Luo, Robert H. Aseltine, Jr., Harold Schwartz, Yong Chen, Riddhi Doshi, Kun Chen, Nathaniel M Rickles
Research Type: Journal Article
Stagewise sparse and low-rank decomposition
Wanwan Xu, Kun Chen
Research Type: Journal Article
Using hospitalization and suicide mortality data to predict suicide risk via survival modeling
Robert H Aseltine, Fei Wang, Kun Chen
Research Type: Journal Article
Log-Contrast Regression with Functional Compositional Predictors: Linking Preterm Infant's Gut Microbiome Trajectories to Neurobehavioral Outcome
Xiaomei Cong, Kun Chen, Wanli Xu, G Li, Zhe Sun
Research Type: Journal Article
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
Craig Nelson, Ion I Mandoiu, Ofer Harel, Elizabeth Schifano, Haim Bar, Kyung-Min Chung, Frederick W. Kolling IV, Kun Chen
Research Type: Journal Article
Sequential pursue for generalized co-sparse factor regression
Aditya Mishra, Kun Chen, Dipak Dey
Research Type: Journal Article
Stagewise Estimating Equations with Grouped Variables
Jun Yan, Kun Chen, R.H. Aseltine, G. Vaughan
2017
Research Type: Journal Article
Information fusion with multi-view graph convolutional network and its applications on neuroim- age analysis for patients with Parkinson’s disease
Kun Chen, Lifang He, Xi Zhang, Jiayu Zhou, Fei Wang
2018
Research Type: Journal Article
Multivariate Log-Contrast Regression with Sub-Compositional Predictors: Testing the Association Between Preterm Infants' Gut Microbiome and Neurobehavioral Outcomes
X Liu, Kun Chen, Kendra Maas, Xiaomei Cong, G Li
2020
Research Type: Journal Article
Meta-analysis identifies common gut microbiota signatures in patients with multiple sclerosis
Qingqi Lin, Yanjiao Zhou, Yufeng Wu, Kun Chen, Takashi Yamamura, Yair Dorsett, Laura Cox, David Hafler, Siobhan Ni Choileain, Erin Longbrake, Laura Piccio, Helen Tremlett, Ali Mirza, Howard Weiner
2022
Research Type: Journal Article