1.2k citations · 1.3k across the 3 of their papers we have counts for
3 papers
stat.ME2018
Adaptive penalization in high-dimensional regression and classification with external covariates using variational Bayes
Britta Velten, Wolfgang Huber
Penalization schemes like Lasso or ridge regression are routinely used to regress a response of interest on a high-dimensional set of potential predictors. Despite being decisive,…
stat.ME2017★ 65 cited
Covariate powered cross-weighted multiple testing
Nikolaos Ignatiadis, Wolfgang Huber
A fundamental task in the analysis of datasets with many variables is screening for associations. This can be cast as a multiple testing task, where the objective is achieving high…
q-bio.GN2013★ 1.2k cited
Count-based differential expression analysis of RNA sequencing data using R and Bioconductor
Simon Anders, Davis J. McCarthy, Yunshen Chen +4
RNA sequencing (RNA-seq) has been rapidly adopted for the profiling of transcriptomes in many areas of biology, including studies into gene regulation, development and disease. Of…