Man pages for splatter
Simple Simulation of Single-cell RNA Sequencing Data

addFeatureStatsAdd feature statistics
addGeneLengthsAdd gene lengths
BASiCSEstimateEstimate BASiCS simulation parameters
BASiCSParamsThe BASiCSParams class
BASiCSSimulateBASiCS simulation
bridgeBrownian bridge
bringItemsForwardBring items forward
checkDependenciesCheck dependencies
compareSCEsCompare SingleCellExperiment objects
co.varCalculate coefficient of variation
diffSCEsDiff SingleCellExperiment objects
expandParamsExpand parameters
getBetaStepProbsGet Beta step probabilities
getCountsGet counts
getLNormFactorsGet log-normal factors
getParamGet a parameter
getParamsGet parameters
getPathOrderGet path order
kersplatEstBCVEstimate Kersplat BCV parameters
kersplatEstimateEstimate Kersplat simulation parameters
kersplatEstLibEstimate Kersplat library size parameters
kersplatEstMeanEstimate Kersplat means
kersplatGenNetworkGenerate Kersplat gene network
KersplatParamsThe KersplatParams class
kersplatSampleKersplat sample
kersplatSelectRegsSelect Kersplat regulators
kersplatSetupKersplat setup
kersplatSimAmbientCountsSimulate Kersplat ambient counts
kersplatSimCellCountsSimulate Kersplat cell counts
kersplatSimCellMeansSimulate Kersplat cell means
kersplatSimCountsSimulate Kersplat final counts
kersplatSimGeneMeansSimulate Kersplat gene means
kersplatSimLibSizesSimulate Kersplat library sizes
kersplatSimPathsSimulate Kersplat paths
kersplatSimulateKersplat simulation
listSimsList simulations
logisticLogistic function
lun2EstimateEstimate Lun2 simulation parameters
Lun2ParamsThe Lun2Params class
lun2SimulateLun2 simulation
lunEstimateEstimate Lun simulation parameters
LunParamsThe LunParams class
lunSimulateLun simulation
makeCompPanelMake comparison panel
makeDiffPanelMake difference panel
makeOverallPanelMake overall panel
mfaEstimateEstimate mfa simulation parameters
MFAParamsThe MFAParams class
mfaSimulateMFA simulation
minimiseSCEMinimise SCE
mockBulkeQTLGenerate mock eQTL mapping results
mockBulkMatrixGenerate mock bulk population scale expression data
mockGFFGenerate mock gff
mockVCFGenerate mock vcf
newParamsNew Params
ParamsThe Params virtual class
phenoEstimateEstimate PhenoPath simulation parameters
PhenoParamsThe PhenoParams class
phenoSimulatePhenoPath simulation
rbindMatchedBind rows (matched)
sampleDensitySample density
scDDEstimateEstimate scDD simulation parameters
SCDDParamsThe SCDDParams class
scDDSimulatescDD simulation
selectFitSelect fit
setParamSet a parameter
setParamsSet parameters
setParamsUncheckedSet parameters UNCHECKED
setParamUncheckedSet a parameter UNCHECKED
showDFsShow data.frame
showPPShow pretty print
showValuesShow values
simpleEstimateEstimate simple simulation parameters
SimpleParamsThe SimpleParams class
simpleSimulateSimple simulation
sparseDCEstimateEstimate SparseDC simulation parameters
SparseDCParamsThe SparseDCParams class
sparseDCSimulateSparseDC simulation
sparsifyMatricesSparsify matrices
splatEstBCVEstimate Splat Biological Coefficient of Variation parameters
splatEstDropoutEstimate Splat dropout parameters
splatEstimateEstimate Splat simulation parameters
splatEstLibEstimate Splat library size parameters
splatEstMeanEstimate Splat mean parameters
splatEstOutlierEstimate Splat expression outlier parameters
SplatParamsThe SplatParams class
splatPopAssignMeansSample expression mean and variance for each gene
splatPopCleanSCEClean up the population-scale SCE to remove redundant...
splatPopeQTLEffectsAssign eGenes-eSNPs pairs and effect sizes.
splatPopEstimateEstimate population/eQTL simulation parameters
splatPopEstimateEffectSizeEstimate eQTL Effect Size parameters
splatPopEstimateMeanCVEstimate gene mean and gene mean variance parameters
splatPopGroupEffectsAssign group-specific eQTL and DEGs.
SplatPopParamsThe SplatPopParams class
splatPopParseGenesGenerate population key matrix from random or gff provided...
splatPopParseVCFFormat and subset genotype data from a VCF file.
splatPopQuantNormQuantile normalize by sample to fit sc expression...
splatPopQuantNormKeyAdd quantile normalized gene mean and cv info the eQTL key.
splatPopSimEffectsAdd eQTL effects to means matrix
splatPopSimGeneMeansSimulate gene means for splatPop
splatPopSimMeansSimulate mean gene expression matrix without eQTL effects
splatPopSimulatesplatPop simulation
splatPopSimulateMeanssplatPopSimulateMeans
splatPopSimulateSamplesplatPopSimulateSample simulation
splatPopSimulateSCsplatPopSimulateSC
splatSimBatchCellMeansSimulate batch means
splatSimBatchEffectsSimulate batch effects
splatSimBCVMeansSimulate BCV means
splatSimCellMeansSimulate cell means
splatSimDESimulate group differential expression
splatSimDropoutSimulate dropout
splatSimGeneMeansSimulate gene means
splatSimLibSizesSimulate library sizes
splatSimTrueCountsSimulate true counts
splatSimulateSplat simulation
splattersplatter.
summariseDiffSummarise diffSCEs
summariseKSSummarise KS
summariseStatsSummarise statistics
tidyStatSummTidy summarised statistics
winsorizeWinsorize vector
zinbEstimateEstimate ZINB-WaVE simulation parameters
ZINBParamsThe ZINBParams class
zinbSimulateZINB-WaVE simulation
splatter documentation built on Dec. 3, 2020, 2:01 a.m.