Kun Chen

Associate Professor

Statistics

Selected Publications

  • (With J. Liang, K. Chen, M. Lin, C. Zhang, and F. Wang) 2018. Robust finite mixture regression for heterogeneous targets. Data Mining and Knowledge Discovery, 32(6), 1509–1560.
  • (With C. Luo, J. Liang, G. Li, F. Wang, D. Dey, and K. Chen) 2018. Leveraging mixed-type and incomplete outcomes via a generalized reduced rank regression. Journal of Multivariate Analysis, 167:378–394.
  • (With R. Doshi, R. Aseltine, F. Wang, F. Schwartz, F. Rogers, & K. Chen) 2018. Illustrating the role of health information exchange in a learning health system: Improving the identification and management of suicide risk. Connecticut Medicine, 82 (6), 327-333.
  • (With N. Mishra, J. Smyth, H. Bar, E. Schifano, L. Kuo, & M.-H. Chen) 2017. A tailored multivariate mixture model for detecting proteins of concordant change in the pathogenesis of Necrotic Enteritis. Journal of the American Statistical Association. In press. DOI: 10.1080/01621459.2017.1356314
Kun Chen
Contact Information
Emailkun.chen@uconn.edu
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