Research

Research Interests

My research interests include

  • Post-selection inference / selective inference

  • Scalable algorithms for massive data sets

  • Multivariate analysis and dimensionality reduction in large data sets

  • Methods for stable estimation and inference in heavy-tailed data

  • Ecological statistics and the so-called “presence-only problem”

Current students

  • Yixiang Luo

Former students

Publications and Preprints

Multiple testing with structure

Theory of multiple testing

Conditional post-selection inference and replicability

Scalable Algorithms for Large Data Sets

Multivariate Analysis and Dimension Reduction

Ecological Statistics

Miscellaneous