285 citations · 685 across the 12 of their papers we have counts for
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stat.AP2012
Correcting gene expression data when neither the unwanted variation nor the factor of interest are observed
Laurent Jacob, Johann Gagnon-Bartsch, Terence P. Speed
When dealing with large scale gene expression studies, observations are commonly contaminated by unwanted variation factors such as platforms or batches. Not taking this unwanted v…
stat.AP2012★ 89 cited
More power via graph-structured tests for differential expression of gene networks
Laurent Jacob, Pierre Neuvial, Sandrine Dudoit
We consider multivariate two-sample tests of means, where the location shift between the two populations is expected to be related to a known graph structure. An important applicat…