Journal Publications

  • Conformalized Survival Analysis, Emmanuel Candès, Lihua Lei, and Zhimei Ren, 2022+. To appear in Journal of the Royal Statistical Society: Series B (JRSS-B).

Conference Publications

Under Revision


  • Conformal Risk Control Anastasios Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, and Tal Schuster, 2022.


  • mkn, an R package for multiple-knockoffs based inference (an ongoing project)

  • cfcausal, an R package for conformal inference of counterfactuals and individual treatment effects

  • dbh, an R package for dependence-adjusted Benjamini-Hochberg and general step-up procedures

  • ovalue, an R package for distribution-free assessment of population overlap in observational studies