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DESCRIPTION
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DESCRIPTION
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Package: ssPATHS
Type: Package
Title: ssPATHS: Single Sample PATHway Score
Version: 1.3.2
Author: Natalie R. Davidson
Maintainer: Natalie R. Davidson <[email protected]>
Description: This package generates pathway scores from expression data for
single samples after training on a reference cohort. The score is generated
by taking the expression of a gene set (pathway) from a reference cohort
and performing linear discriminant analysis to distinguish samples in the
cohort that have the pathway augmented and not. The separating hyperplane is
then used to score new samples.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports:
ROCR,
dml,
MESS
Suggests:
ggplot2,
testthat (>= 2.1.0)
Depends:
SummarizedExperiment
RoxygenNote: 6.1.1
biocViews: Software, GeneExpression, BiomedicalInformatics, RNASeq, Pathways,
Transcriptomics, DimensionReduction, Classification