Xingche Guo

Assistant Professor

Statistics

Selected Publications

  • Guo, X., Zeng, D., Wang, Y. (2024). A Semiparametric Inverse Reinforcement Learning Approach to Characterize Decision Making for Mental Disorders. Journal of the American Statistical Association.
  • Guo, X., Zeng, D., Wang, Y. (2024). HMM for Discovering Decision-Making Dynamics Using Reinforcement Learning Experiments. Biostatistics.
  • Guo, X., Li, Y., Hsing, T. (2024+). Variable Selection and Minimax Prediction in High-dimensional Functional Linear Model. arXiv:2310.14419.
  • Guo, X., Yang, B., Loh, J. M., Wang, Q., Wang, Y., (2024+). A Hierarchical Random Effects State-space Model for Modeling Brain Activities from Electroencephalogram Data. arXiv:2310.03164
Contact Information
Emailxingche.guo@uconn.edu
Office LocationAUST 305
CampusStorrs Campus
LinkPersonal Website
Research Interests
  • reinforcement learning
  • functional data analysis
  • variable selection
  • MCMC
  • state-space models.