735 citations · 1.9k across the 14 of their papers we have counts for
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A novel algorithm for simultaneous SNP selection in high-dimensional genome-wide association studies
Verena Zuber, A. Pedro Duarte Silva, Korbinian Strimmer
Background: Identification of causal SNPs in most genome wide association studies relies on approaches that consider each SNP individually. However, there is a strong correlation s…
Feature selection in omics prediction problems using cat scores and false nondiscovery rate control
Miika Ahdesmäki, Korbinian Strimmer
We revisit the problem of feature selection in linear discriminant analysis (LDA), that is, when features are correlated. First, we introduce a pooled centroids formulation of the…
Gene ranking and biomarker discovery under correlation
Verena Zuber, Korbinian Strimmer
Biomarker discovery and gene ranking is a standard task in genomic high throughput analysis. Typically, the ordering of markers is based on a stabilized variant of the t-score, suc…