Check a gene signature's prognostic performance against random signatures, known signatures, and permuted data/metadata


[Up] [Top]

Documentation for package ‘SigCheck’ version 2.41.0

Help Pages

SigCheck-package Check a gene signature's survival and/or classification performance against random signatures, known signatures, and permuted data/metadata.
classifyResults Precomputed list of results for a calls to 'sigCheckRandom' and 'sigCheckKnown' using the 'breastCancerNKI' dataset.
knownSignatures Previously identified gene signatures for use in 'sigCheckKnown'
nkiResults Precomputed list of results for a call to 'sigCheckAll' using the 'breastCancerNKI' dataset.
resultsNKI Previously identified gene signatures for use in 'sigCheckKnown'
SigCheck Check a gene signature's survival and/or classification performance against random signatures, known signatures, and permuted data/metadata.
sigCheck Create a 'SigCheckObject' and establish baseline performance.
sigCheckAll Run a default set of checks on a gene signature.
sigCheckKnown Check signature performance against a panel of known signatures.
SigCheckObject Class '"SigCheckObject"'
SigCheckObject-class Class '"SigCheckObject"'
sigCheckPermuted Check signature performance against performance on randomly permuted data.
sigCheckPlot Plot results of a signature check or set of checks
sigCheckRandom Check signature performance against signatures composed of randomly selected features