Area of research
Statistics and Probability · Computational Mechanics
Research interest
Research interests include Computer science, Drug, Artificial intelligence, Medicine, Pharmacology, and Sufficient dimension reduction.
Envelopes and principal component regression
Subspace Estimation with Automatic Dimension and Variable Selection in Sufficient Dimension Reduction
Significance testing for canonical correlation analysis in high dimensions
A Doubly Enhanced EM Algorithm for Model-Based Tensor Clustering
Significance testing for canonical correlation analysis in high dimensions
Efficient Integration of Sufficient Dimension Reduction and Prediction in Discriminant Analysis
Drug–target interaction prediction by integrating multiview network data
Functional envelope for model-free sufficient dimension reduction
Envelopes and reduced-rank regression
Algorithms for Envelope Estimation
Foundations for Envelope Models and Methods