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
Optimization of nitrogen rate and planting density for improving grain yield of different rice genotypes in northeast China
2019
Y. Wang, Kun Chen, Y. Huang, S. Wang, S. Samonte, C. Zhou, B. Jia, F. Dou
Research Type: Journal Article

Outlier detection and robust mixture modeling using nonconvex penalized likelihood
2015
Weixin Yao, Kun Chen, Chun Yu
Research Type: Journal Article

Partially Supervised Sparse Factor Regression For Multi-Class Classification
2016
Dipak Dey, Kun Chen, Chongliang Luo
Research Type: Book Chapter

Partially supervised sparse factor regression model for multi-class classi- fication
2016
Chongliang Luo, Kun Chen, Dipak Dey
Research Type: Book

Planting date and variety effects on rice main and ratoon crop production in south Texas
2016
A. Wright, Kun Chen, F. Dou, A. Mohammad, T. Lee
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

Quantitative assessment of multiscale structural and functional alterations in asthmatic populations
2015
Mark Schiebler, Eric A. Hoffman, Sean B. Bean, Mario Castro, Ching-Long Lin, Nizar N. Jarjour, Sally E. Wenzel, Sanghun Choi, Kun Chen
Research Type: Journal Article

Quantitative computed tomographic imaging-based clustering differentiates asthmatic subgroups with distinctive clinical phenotypes
2017
ML Schiebler, S Choi, S Fain, N Jarjour, EA Hoffman, SE Wenzel, Kun Chen, CL Lin, M Castro
Research Type: Journal Article

Quantitative computed tomography imaging-based clustering differentiates asthmatic subgroups with distinctive clinical phenotypes
2017
Sanghun Choi, Mark Schiebler, Mario Castro, Sean B. Bean, Ching-Long Lin, Eric A. Hoffman, Kun Chen, Sally E. Wenzel, Nizar N. Jarjour
Research Type: Journal Article

R package: Canonical variate regression (CVR)
2016
Chongliang Luo, Kun Chen
Research Type: Technology

R package: Reduced-rank regression (rrpack)
2017
Kun Chen
Research Type: Technology

R package: Sequential factor extraction via co-sparse unit-rank estimation (SeCURE)
2017
Kun Chen, Aditya Mishra
Research Type: Technology

R package: Stagewise generalized estimating equations (sgee)
2016
Gregory Vaughan, Kun Chen, Jun Yan
Research Type: Technology

Reconstructing source-sink dynamics in a population with a pelagic dispersal phase
2014
Ziqian Zhou, Wei Cheng, Kung-Sik Chan, Kun Chen, Lorenzo Ciannelli, Carol Ladd, Mary Beth Decker
Research Type: Journal Article

Reduced rank regression via adaptive nuclear norm penalization
2013
Hongbo Dong, Kung-Sik Chan, Kun Chen
Research Type: Journal Article

Reduced rank stochastic regression with a sparse singular value decomposition
2012
Kun Chen, Kung-Sik Chan, Nils Chr Stenseth
Research Type: Journal Article

Regularization vs. relaxation: A conic optimization perspective of statistical variable selection
2015
Kun Chen, Jeff Linderoth, Hongbo Dong
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
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

Regularized mixture regression with mixed and incomplete outcomes
2017
Kun Chen
Research Type: Poster/Presentation