All functions

DEDashboard()

DEDashboard

DEGs()

Access DEGs container

DimReduction()

Access dimensional reduction results list

ExtractPCA()

Extract PCA Loadings and Metadata

FilterDEGs()

Filter DEGs by padj and absolute log2FoldChange

FindHVDEGs()

Find DEGs Overlapping With HVGs

FindVariableFeatures()

Find and store highly variable genes (HVGs)

GenEDA()

Construct a geneda object

GenSave()

Save a pheatmap Objects generated from RGenEDA to File

HVGs()

Access HVG IDs

PlotCountDist()

PlotCountDist

PlotDistances()

Plot a Euclidean Distance Heatmap

PlotEigenCorr()

Plot Eigen-Correlation With Metadata Heatmap

PlotEigenHeatmap()

PlotEigenHeatmap

PlotHVGVariance()

PlotHVGVariance

PlotMA()

PlotMA

PlotOrdCorr()

Plot Ordination Correlations With Metadata Heatmap

PlotPCA()

Plot PCA results from a GenEDA object

PlotPValHist()

PlotPValHist

PlotScree()

PlotScree

PlotVolcano()

PlotVolcano

RunPCA()

Run PCA and store in DimReduction

SetDEGs()

Set unfiltered DEGs on the object

Snail1KO

Snail1KO dataset

SummarizeDEGs()

Summarize DEGs Across Selected Assays

extractEigen()

extractEigen

geneda-class

geneda S4 class

generatePCs()

generatePCs

getCounts()

Access counts matrix (avoid name clash with DESeq2::counts)

getMetadata()

Access metadata (avoid name clash with S4 generics)

getNormalized()

Access normalized matrix (avoid name clash with generics)

show(<geneda>)

Show method for geneda