Publications

Support

Preprints

• Consistency for Generalized Estimating Equation with Regularization
  Yaguang Li, Xin Gao and Wei Xu (2021).

• Spatio-Temporal Model with Diverging Number of Thresholds and its Applications in Housing Market
  Baisuo Jin, Yaguang Li and Yuehua Wu (2021).

Journal Papers

• On Functional Processes with Multiple Discontinuities
  Jialiang Li, Yaguang Li and Tailen Hsing (2022). Journal of the Royal Statistical Society: Series B, accepted.

• Graphic model-based High-dimensional Generalized Linear Models
  Yaguang Li, Wei Xu and Xin Gao (2021). Electronic Journal of Statistics.

• Multi-threshold Change Plane Model: Estimation Theory and Applications in Subgroup Identification
  Jialiang Li, Yaguang Li, Baisuo Jin and Michael R. Kosorok (2021). Statistics in Medicine

• Pairwise Fusion Approach Incorporating Prior Constraint Information
  Yaguang Li and Baisuo Jin (2020). Communications in Mathematics and Statistics.

• A model-based multi-threshold method for subgroup identification
  Jingli Wang, Jialiang Li, Yaguang Li and Weng Kee Wong (2019). Statistics in Medicine.

• Consistent tuning parameter selection in high dimensional group-penalized regression
  Yaguang Li, Yaohua Wu and Baisuo Jin (2019). SCIENCE CHINA Mathematics.