areSizeFactorsCentred | Check if the size factors are centred at unity |
arrange | Arrange rows of 'pData(object)' by variables. |
bootstraps | Accessor and replacement for bootstrap results in an SCESet... |
calcAverage | Calculate average counts, adjusting for size factors or... |
calcIsExprs | Calculate which features are expressed in which cells using a... |
calculateCPM | Calculate counts per million (CPM) |
calculateFPKM | Calculate fragments per kilobase of exon per million reads... |
calculateQCMetrics | Calculate QC metrics |
calculateTPM | Calculate transcripts-per-million (TPM) |
cellNames | Get or set cell names from an SCESet object |
cellPairwiseDistances | cellPairwiseDistances in an SCESet object |
counts | Accessors for the 'counts' element of an SCESet object. |
cpm | Accessors for the 'cpm' (counts per million) element of an... |
fData | Replaces featureData in an SCESet object |
featureControlInfo | featureControlInfo in an SCESet object |
featurePairwiseDistances | featurePairwiseDistances in an SCESet object |
filter | Return 'SCESet' with cells matching conditions. |
findImportantPCs | Find most important principal components for a given variable |
fpkm | Accessors for the 'fpkm' (fragments per kilobase of exon per... |
fromCellDataSet | Convert a 'CellDataSet' to an 'SCESet' |
getBMFeatureAnnos | Get feature annotation information from Biomart |
get_exprs | Generic accessor for expression data from an SCESet object. |
getExprs | Retrieve a representation of gene expression |
is_exprs | Accessors for the 'is_exprs' element of an SCESet object. |
isOutlier | Identify if a cell is an outlier based on a metric |
isSpike | Get spike-in features in an SCESet object |
mergeSCESet | Merge SCESet objects |
multiplot | Multiple plot function for ggplot2 plots |
mutate | Add new variables to 'pData(object)'. |
newSCESet | Create a new SCESet object. |
nexprs | Count the number of expressed genes per cell |
normaliseExprs | Normalise expression expression levels for an SCESet object |
normalize | Normalise an SCESet object using pre-computed size factors |
norm_counts | Accessors for the 'norm_counts' element of an SCESet object. |
norm_cpm | Accessors for the 'norm_cpm' (normalised counts per million)... |
norm_exprs | Accessors for the 'norm_exprs' (normalised expression)... |
norm_fpkm | Accessors for the 'norm_fpkm' (normalised fragments per... |
norm_tpm | Accessors for the 'norm_tpm' (transcripts per million)... |
pData | Replaces phenoData in an SCESet object |
plot | Plot an overview of expression for each cell |
plotDiffusionMap | Plot a diffusion map for an SCESet object |
plotExplanatoryVariables | Plot explanatory variables ordered by percentage of... |
plotExpression | Plot expression values for a set of features (e.g. genes or... |
plotExprsFreqVsMean | Plot frequency of expression against mean expression level |
plotExprsVsTxLength | Plot expression against transcript length |
plotFeatureData | Plot feature (gene) data from an SCESet object |
plotHighestExprs | Plot the features with the highest expression values |
plotMDS | Produce a multidimensional scaling plot for an SCESet object |
plotMetadata | Plot metadata for cells or features |
plotPCA | Plot PCA for an SCESet object |
plotPhenoData | Plot phenotype data from an SCESet object |
plotPlatePosition | Plot cells in plate positions |
plotQC | Produce QC diagnostic plots |
plotReducedDim | Plot reduced dimension representation of cells |
plotRLE | Plot a relative log expression (RLE) plot |
plotTSNE | Plot t-SNE for an SCESet object |
read10XResults | Load in data from 10X experiment |
readKallistoResults | Read kallisto results from a batch of jobs |
readKallistoResultsOneSample | Read kallisto results for a single sample into a list |
readSalmonResults | Read Salmon results from a batch of jobs |
readSalmonResultsOneSample | Read Salmon results for a single sample into a list |
readTxResults | Read transcript quantification data with tximport package |
reducedDimension | Reduced dimension representation for cells in an SCESet... |
rename | Rename variables of 'pData(object)'. |
runKallisto | Run kallisto on FASTQ files to quantify feature abundance |
runSalmon | Run Salmon on FASTQ files to quantify feature abundance |
scater_gui | scater GUI function |
scaterlegacy-package | Single-cell analysis toolkit for expression in R |
SCESet | The "Single Cell Expression Set" (SCESet) class |
SCESet-subset | Subsetting SCESet Objects |
sc_example_cell_info | Cell information for the small example single-cell counts... |
sc_example_counts | A small example of single-cell counts dataset to demonstrate... |
set_exprs | Assignment method for the new elements of an SCESet object. |
setSpike | Set spike-in features in an SCESet object |
sizeFactors | Accessors size factors of an SCESet object. |
spikes | Extract expression values for spike-in features in an SCESet... |
stand_exprs | Accessors for the 'stand_exprs' (standardised expression)... |
summariseExprsAcrossFeatures | Summarise expression values across feature |
toCellDataSet | Convert an 'SCESet' to a 'CellDataSet' |
tpm | Accessors for the 'tpm' (transcripts per million) element of... |
updateSCESet | Update an SCESet object to the current version |
whichSpike | Identify spike-in feature control sets in an SCESet object |
writeSCESet | Write an SCESet object to an HDF5 file |
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