291 citations · 590 across the 17 of their papers we have counts for
4 papers · 1 filter
Transfer learning in genome-wide association studies with knockoffs
Shuangning Li, Zhimei Ren, Chiara Sabatti +1
This paper presents and compares alternative transfer learning methods that can increase the power of conditional testing via knockoffs by leveraging prior information in external…
Selection-adjusted inference: an application to confidence intervals for cis-eQTL effect sizes
Snigdha Panigrahi, Junjie Zhu, Chiara Sabatti
The goal of eQTL studies is to identify the genetic variants that influence the expression levels of the genes in an organism. High throughput technology has made such studies poss…
Many Phenotypes without Many False Discoveries: Error Controlling Strategies for Multi-Traits Association Studies
Christine Peterson, Marina Bogomolov, Yoav Benjamini +1
The genetic basis of multiple phenotypes such as gene expression, metabolite levels, or imaging features is often investigated by testing a large collection of hypotheses, probing…
Sparse regulatory networks
Gareth M. James, Chiara Sabatti, Nengfeng Zhou +1
In many organisms the expression levels of each gene are controlled by the activation levels of known "Transcription Factors" (TF). A problem of considerable interest is that of es…