Tree-based differential testing using inferential uncertainty for RNA-Seq
Noor Pratap Singh,
Euphy Y. Wu,
Jason Fan
et al.
Abstract:Identifying differentially expressed transcripts poses a crucial yet challenging problem in transcriptomics. Substantial uncertainty is associated with the abundance estimates of certain transcripts which, if ignored, can lead to the exaggeration of false positives and, if included, may lead to reduced power. For a given set of RNA-Seq samples,TreeTerminusarranges transcripts in a hierarchical tree structure that encodes different layers of resolution for interpretation of the abundance of transcriptional grou… Show more
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