3 papers
stat.AP2026
HaploPerturb: Low-rank copula construction of haplotype perturbations improves sequence-to-function analysis of Alzheimer's disease loci
Jichun Xie
Sequence-to-function models predict molecular phenotypes from complete sequence windows. At genome-wide association study loci, however, the prevailing design perturbs only the lea…
cs.DB2025
Finding Non-Redundant Simpson's Paradox from Multidimensional Data
Yi Yang, Jian Pei, Jun Yang +1
Simpson's paradox, a long-standing statistical phenomenon, describes the reversal of an observed association when data are disaggregated into sub-populations. It has critical impli…
stat.ML2024
DART2: a robust multiple testing method to smartly leverage helpful or misleading ancillary information
Xuechan Li, Jichun Xie
In many applications of multiple testing, ancillary information is available, reflecting the hypothesis null or alternative status. Several methods have been developed to leverage…