Quantify and interpret divers of variation in multilevel gene expression experiments


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Documentation for package ‘variancePartition’ version 1.18.3

Help Pages

as.data.frame Convert to data.frame
as.data.frame-method Convert to data.frame
as.matrix Convert to matrix
as.matrix-method Convert to matrix
calcVarPart Compute variance statistics
calcVarPart-method Compute variance statistics
canCorPairs canCorPairs
classifyTestsF Multiple Testing Genewise Across Contrasts
classifyTestsF-method Multiple Testing Genewise Across Contrasts
colinearityScore Collinearity score
countMatrix Simulation dataset for dream example
dream Differential expression with linear mixed model
eBayes-method eBayes for MArrayLM2
ESS Effective sample size
ESS-method Effective sample size
extractVarPart Extract variance statistics
fitExtractVarPartModel Fit linear (mixed) model, report variance fractions
fitExtractVarPartModel-method Fit linear (mixed) model, report variance fractions
fitVarPartModel Fit linear (mixed) model
fitVarPartModel-method Fit linear (mixed) model
geneCounts Simulation dataset for examples
geneExpr Simulation dataset for examples
getContrast Extract contrast matrix for linear mixed model
getVarianceComponents Extract variance terms
get_prediction Compute predicted value of formula for linear mixed model
ggColorHue Default colors for ggplot
info Simulation dataset for examples
MArrayLM2-class Class MArrayLM2
metadata Simulation dataset for dream example
plotCompareP Compare p-values from two analyses
plotContrasts Plot representation of contrast matrix
plotCorrMatrix plotCorrMatrix
plotCorrStructure plotCorrStructure
plotPercentBars Bar plot of variance fractions
plotStratify plotStratify
plotStratifyBy plotStratifyBy
plotVarPart Violin plot of variance fractions
plotVarPart-method Violin plot of variance fractions
residuals-method residuals for MArrayLM
residuals-method residuals for MArrayLM2
residuals-method Residuals from model fit
sortCols Sort variance partition statistics
sortCols-method Sort variance partition statistics
VarParCIList-class Class VarParCIList
VarParFitList-class Class VarParFitList
varParFrac-class Class varParFrac
varPartConfInf Linear mixed model confidence intervals
varPartData Simulation dataset for examples
varPartDEdata Simulation dataset for dream example
varPartResults-class Class varPartResults
voomWithDreamWeights Transform RNA-Seq Data Ready for Linear Mixed Modelling with 'dream()'