Kun Chen



Selected Publications

  • (With G. C. Reinsel & R. P. Velu) 2023. Multivariate reduced-rank regression: theory, methods and applications, 2nd Edition. Springer.
  • (With R. Dong, W. Xu, & Z. Zheng) 2022. Fast stagewise sparse factor regression. Journal of Machine Learning Research, 23(271):1–45.
  • (With Y. Li, C. Yu, Y. Zhao, W. Yao & R. Aseltine) 2022. Pursuing sources of heterogeneity in modeling clustered population. Biometrics, 78(2):716–729.
  • (With W. Xu, C. Su, Y. Li, S. Rogers, F. Wang, & R. Aseltine) 2022. Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data. Journal of the American Medical Informatics Association, 29(3):500–511.
Kun Chen
Contact Information
Phone(860) 486-4847
Office LocationAUST 314
CampusStorrs Campus
LinkPersonal Website
Research Interests
  • Large-scale statistical learning
  • Machine learning
  • Statistical computing; Optimization
  • Statistical ecology
  • Environmental statistics
  • Bioinformatics
  • Population health
  • Healthcare analytics
  • Mental health data science