.getAllUniContrasts | Get all univariate contrasts |
.isMixedModelFormula | Check if model contains a random effect |
.standard_transform | Compute standard post-processing values |
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 |
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 | Residuals from model fit |
residuals-method | Residuals from model fit |
residuals-method | residuals for MArrayLM2 |
sortCols | Sort variance partition statistics |
sortCols-method | Sort variance partition statistics |
subset.MArrayLM2-method | Subseting for MArrayLM2 |
topTable-method | toptable for MArrayLMM_lmer |
toptable-method | toptable for MArrayLMM_lmer |
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() |
[.MArrayLM2 | Subseting for MArrayLM2 |