8 citations · 8 across the 2 of their papers we have counts for
3 papers
math.ST2025
Enhancing Signal Proportion Estimation Through Leveraging Arbitrary Covariance Structures
Jingtian Bai, Xinge Jessie Jeng
Accurately estimating the proportion of true signals among a large number of variables is crucial for enhancing the precision and reliability of scientific research. Traditional si…
q-bio.GN2024
Discovering Candidate Genes Regulated by GWAS Signals in Cis and Trans
Samhita Pal, Xinge Jessie Jeng
Understanding the genetic underpinnings of complex traits and diseases has been greatly advanced by genome-wide association studies (GWAS). However, a significant portion of trait…
math.ST2008★ 8 cited
Some Two-Step Procedures for Variable Selection in High-Dimensional Linear Regression
Jian Zhang, Xinge Jessie Jeng, Han Liu
We study the problem of high-dimensional variable selection via some two-step procedures. First we show that given some good initial estimator which is -consistent b…