Tools for the preprocessing and analysis of the Illumina microarrays on the detector (bead) level


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Documentation for package ‘blima’ version 1.27.0

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blima-package Package for the preprocessing and analysis of the Illumina microarrays on the detector (bead) level.
aggregateAndPreprocess Aggregate data
bacgroundCorrect Data background correction.
bacgroundCorrectSingleArray Data background correction.
backgroundChannelSubtract Background channel subtraction
backgroundChannelSubtractSingleArray Background channel subtraction
blima Package for the preprocessing and analysis of the Illumina microarrays on the detector (bead) level.
channelExistsIntegrityWithLogicalVectorList Internal function
checkIntegrity Internal function
checkIntegrityLogical Internal function
checkIntegrityOfListOfBeadLevelDataObjects Internal function
checkIntegrityOfSingleBeadLevelDataObject Internal function
chipArrayStatistics Statistics of beadLevelData
createSummarizedMatrix Summarized value matrix.
doAction Internal function
doProbeTTests T-test for probe level data.
doTTests T-test for bead (detector) level data.
filterBg Bg correct vector
getNextVector Support probe and beadl level testing.
initMeanDistribution initMeanDistribution
insertColumn Internal function to support chipArrayStatistics
interpolateSortedVector Interpolate sorted vector
interpolateSortedVectorRcpp_ interpolateSortedVectorRcpp
log2TransformPositive Log2 transform of numbers >1.
meanDistribution Produce sorted double vector with mean distribution.
nonParametricEstimator INTERNAL FUNCTION Xie background correct.
nonPositiveCorrect Correct non positive
nonPositiveCorrectSingleArray Correct non positive
numberOfDistributionElements Internal
performXieCorrection INTERNAL FUNCTION Xie background correct.
plotBackgroundImageAfterCorrection Plot background image after correction
plotBackgroundImageBeforeCorrection Plot background image before correction
quantileNormalize Bead level quantile normalization.
readToVector Support doTTests function.
selectedChannelTransform Channel transformation
selectedChannelTransformSingleArray Channel transformation
singleArrayNormalize Bead level quantile normalization.
singleChannelExistsIntegrityWithLogicalVector Internal function
singleCheckIntegrityLogicalVector Internal function
singleNumberOfDistributionElements Internal
updateMeanDistribution updateMeanDistribution
varianceBeadStabilise Bead level VST.
varianceBeadStabiliseSingleArray Bead level VST.
vstFromLumi Function from LGPL lumi package 2.16.0
writeBackgroundImages Write Background Images
xieBacgroundCorrect Xie background correct.
xieBacgroundCorrectSingleArray INTERNAL FUNCTION Xie background correct.