All functions

ListOrNULL-class

Class Union for list or NULL

MatrixOrNULL-class

Class Union for matrix or NULL

SplitTypeRdata-class

An S4 class to represent the splitTypeR data

SplitTypeRdata()

Create a SplitTypeRdata object

classification(<SplitTypeRdata>)

Getter for the classification slot in a SplitTypeRdata class

`classification<-`(<SplitTypeRdata>)

Replacement of the classification slot in a SplitTypeRdata object

`classification<-`()

Generic function for replacement of the classification slot in a class

classification()

Generic function for getting the classification slot in a class

expNormalCountsDemo

Simulated normalized expected counts for 30 demonstration samples

getGeneSignatures()

Return the selected gene list signatures

getGeneSignaturesNames()

List the names of the available signatures

getGenesInSignature()

Return the genes for a specific signature

gsvaResults(<SplitTypeRdata>)

Getter for the signatures slot in a SplitTypeRdata class

`gsvaResults<-`(<SplitTypeRdata>)

Replacement of gsvaResults slot in a SplitTypeRdata object

`gsvaResults<-`()

Generic function for replacement of gsvaResults slot in a class

gsvaResults()

Generic function for getting the gsvaResults slot in a class

model(<SplitTypeRdata>)

Getter for the model slot in a SplitTypeRdata class

`model<-`(<SplitTypeRdata>)

Replacement of model slot in a SplitTypeRdata object

`model<-`()

Generic function for replacement of model slot in a class

model()

Generic function for getting the model slot in a class

permutations(<SplitTypeRdata>)

Getter for the signatures slot in a SplitTypeRdata class

`permutations<-`(<SplitTypeRdata>)

Replacement of permutations slot in a SplitTypeRdata object

`permutations<-`()

Generic function for replacement of permutations slot in a class

permutations()

Generic function for getting the permutations slot in a class

plotDensityWithUpscalingSamplesBimodal()

Graph both the alternative and the signature distributions obtained for a specific signature

plotPermutationSamplesDistribution()

Graph showing both the alternative and the signature distributions obtained for a specific signature

plotPermutationSamplesNormal()

Graph the enrichment results as violin plots from the permutation step

runSubtypingBimodal()

Classification of heterogeneous biological samples based on gene signature lists using a mixture of two normal distributions

show(<SplitTypeRdata>)

Show a summary of a SplitTypeRdata object

signatures(<SplitTypeRdata>)

Getter for the signatures slot in a SplitTypeRdata class

`signatures<-`(<SplitTypeRdata>)

Replacement of signatures slot in a SplitTypeRdata object

`signatures<-`()

Generic function for replacement of signatures slot in a class

signatures()

Generic function for getting the signatures slot in a class

signaturesDemo

Demonstration gene signatures for PDAC subtyping

splitTypeR-package splitTypeR

Transcriptomic classification using multimodal distributions

standardDeviation(<SplitTypeRdata>)

Getter for the standardDeviation slot in a SplitTypeRdata class

`standardDeviation<-`(<SplitTypeRdata>)

Replacement of the standardDeviation slot in a SplitTypeRdata object

`standardDeviation<-`()

Generic function for replacement of standardDeviation slot in a class

standardDeviation()

Generic function for getting the standardDeviation slot in a class

threshold(<SplitTypeRdata>)

Getter for the threshold slot in a SplitTypeRdata class

`threshold<-`(<SplitTypeRdata>)

Replacement of threshold slot in a SplitTypeRdata object

`threshold<-`()

Generic function for replacement of threshold slot in a class

threshold()

Generic function for getting the threshold slot in a class

upscaling(<SplitTypeRdata>)

Getter for the upscaling slot in a SplitTypeRdata class

`upscaling<-`(<SplitTypeRdata>)

Replacement of the upscaling slot in a SplitTypeRdata object

`upscaling<-`()

Generic function for replacement of the upscaling slot in a class

upscaling()

Generic function for getting the upscaling slot in a class