Fluidigm Singular Analysis Toolset


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Documentation for package ‘fluidigmSC’ version 3.6.2

Help Pages

A B C D E F G H I M P R S T U V W

-- A --

addOutlierFromFile Remove a Set of Samples to the Outlier List
addOutlierFromList Remove a Set of Samples to the Outlier List
addOutlierFromName Remove a Sample to the Outlier List
analyzeGeneDetection Gene Detection Per Sample
ANOVA Analysis of Variance
applyHC Hierarchical Clustering Analysis
applyPCA Apply a PCA Model to New Expression Data
autoAnalysis Analyze Expression Data to Obtain Differentially Expressed Genes

-- B --

boxPlotByGenes Box Plot by Genes
boxPlotBySamples Box Plot by Samples

-- C --

clearExcludedExpDataColumnNames Clear Excluded Column Names for Reading Tab Delimited Linear Exp Data Files
clearExcludedExpDataRowNames Clear Excluded Row Names for Reading Tab Delimited Linear Exp Data Files
clearGeneGroupColorAndSymbols Clear the Customized Sample Group Color and Symbol Settings
clearSampleGroupColorAndSymbols Clear the Customized Sample Group Color and Symbol Settings
clusterPCAScore Cluster PCA Score
clustertSNE Cluster tSNE Result
createGeneListFromGeneNames Gene List from Gene Names

-- D --

display3DPCAScore 3D PCA Score Plot
displayANOVAPValues Display ANOVA P-Values
displayCorrGenes Display gene expression profile of co-expressed genes of selected
displayHC Display Hierarchical Clustering
displayPCAGeneScores Display PCA Gene Scores
displayPCALoading PCA Loading Plot
displayPCAScore PCA Score Plot
displayPCAScree PCA Scree Plot
displaytSNE tSNE Plot

-- E --

excludeExpDataColumnByName Excluded Column Names for Reading Tab Delimited Linear Exp Data Files
excludeExpDataRowByName Excluded Row Names for Reading Tab Delimited Linear Exp Data Files
exportHCHeatmap Export Hierarchical Clustering Analysis Heatmap

-- F --

findCorrGenesFromFile Find Co-Expressed Genes
findCorrGenesFromList Find Co-Expressed Genes
findCorrGenesFromName Find Co-Expressed Genes
firstRun Install Dependent Packages
fluidigmSC Fluidigm Singular Analysis Toolset v3.6.2
foldChangeAnalysis Fold Change Analysis Between Two Sample Groups

-- G --

getGeneClusterByThreshold Obtain Gene Cluster by Threshold
getSampleClusterByThreshold Obtain Sample Cluster by Threshold
getTopANOVAGenes Get Top ANOVA Genes
getTopPCAGenes Get Top Ranked PCA Genes

-- H --

HC Hierarchical Clustering Analysis

-- I --

identifyGeneClusters Identify Gene Clusters
identifyOutliers Identify Outliers
identifySampleClusters Identify Sample Clusters

-- M --

mergeExpData Merge EXP Objects
mergeGeneList Merge Gene Lists
mergeSampleList Merge Sample Lists
mergeVariantList Merge Variant Lists

-- P --

pairwiseANOVASummary ANOVA Analysis Summary
pairwiseScatterPlotBetweenSampleGroups Correlation Scatter Plot of Sample Groups
PCA Principal Component Analysis

-- R --

readCtExp Read Ct Expression Data
readData Read Data
readExpObject Read EXP Object Files
readLinearExp Read Linear Expression Data
readVCF Read VCF Data
readVCObject Read VC Object Files
removeGene Remove a Gene
removeGeneGroup Remove a Group of Genes
removeGenesByCtExp Remove Genes with Low Expression
removeGenesByLinearExp Remove Genes with Low Expression
removeSample Remove a Sample
removeSampleGroup Remove a Group of Samples
resetGeneList Reset Gene List
resetHCMarginFactor Reset HC Display Margin
resetSampleList Reset Sample List
restoreAllOutlier Restore Outliers
restoreOutlierFromList Restore Outliers from an Outlier List
restoreOutlierFromName Restore an Outlier
retainGeneGroup Retain a Group of Genes
retainSampleGroup Retain a Group of Samples

-- S --

saveData Save Data
scExpFunctions Quick Help for Singular Expression Analysis Functions
scFunctions Quick Help for Singular R Functions
scVarFunctions Quick Help for Singular Variant Analysis Functions
scVariables Quick Help for Current Variables used in data analysis by Singular package
setGeneGroupColorAndSymbols Customize Gene Group Color and Symbol Settings
setHCMarginFactor Set HC Display Margin
setSampleGroupColorAndSymbols Customize Sample Group Color and Symbol Settings
summaryExp Summarize an Expression Object

-- T --

tSNE T-Distributed Stochastic Neighbor Embedding

-- U --

updateGeneListFromFile Update Gene List
updateGeneListFromList Update Gene List
updateLod Recalculates the Log2 Expression (Log2EX) with a new LoD.
updateSampleListFromFile Update Sample List
updateSampleListFromList Update Sample List
updateSampleListFromName Update Sample List

-- V --

vcAddOutlierFromFile Remove a Set of Samples to the Outlier List
vcAddOutlierFromList Remove a Set of Samples to the Outlier List
vcAddOutlierFromName Remove a Sample to the Outlier List
vcAutoAnalysis Analyze Variant Data via GUI to Obtain Variants of Interest
vcClearSampleGroupColorAndSymbols Clear the Customized Sample Group Color and Symbol Settings
vcClearVariantGroupColorAndSymbols Clear the Customized Variant Group Color and Symbol Settings
vcDisplayFisherTestResults Display Manhattan plot for Fisher test result of variant calls
vcDisplayHC Display Hierarchical Clustering of Variant Data
vcEvalSampleGroupVariants Evaluate Variant-Calling Performance for Sample Groups
vcEvalSampleVariants Evaluate Variant-Calling Performance for Individual Samples
vcExportHCHeatmap Export Heatmap of Hierarchical Clustering Analysis
vcGetCommonVariantListWithCallFromSampleGroup Get Common Variant List with Calls from a Sample Group
vcGetFailVariantsFromVariantCall Get Failed Variants From Variant Call
vcGetFilterVariantListByVariantQuality Get High-Quality Variant List
vcGetPassVariantsFromVariantCall Get Passed Variants From Variant Call
vcGetSignificantVariants Get Significant Variant List in Case-Control Study
vcGetVariantListBySampleGroupAlleleFrequency Get Variant List with Common GT in a Sample Group
vcGetVariantListWithCallFromSample Get Variant List with Calls from a Sample
vcHC Hierarchical Clustering Analysis for Variant Data
vcIdentifySampleClusters Identify Sample Clusters
vcIdentifySigVariants Identify Mutations or Variants at Single-Cell Resolution
vcIdentifyVariantClusters Identify Variant Clusters
vcMergeVCObj Merge VC Objects
vcPerformFisherTest Perform Fisher EXACT Test for VC data
vcRemoveLowQualitySamples Remove Low-Quality Samples from Sample List of VC
vcRemoveSampleGroup Remove a Group of Samples
vcRemoveSamples Remove a Sample
vcRemoveVariant Remove a Variant
vcRemoveVariantGroup Remove a Variant Group
vcResetSampleList Reset Sample List
vcResetVariantList Reset Variant List
vcRestoreAllOutlier Restore All Outliers
vcRestoreOutlierFromList Restore Outliers from an Outlier List
vcRestoreOutlierFromName Restore an Outlier in VC Object
vcRetainSampleGroup Retain a Group of Samples
vcRetainVariantGroup Retain a Group of Variants
vcSetSampleGroupColorAndSymbols Customize Sample Group Color and Symbol Settings
vcSetVariantGroupColorAndSymbols Customize Variant Group Color and Symbol Settings
vcUpdateSampleListFromFile Update Sample List
vcUpdateSampleListFromList Update Sample List
vcUpdateSampleListFromName Update Sample List From Sample Name
vcUpdateVariantListByVariantQuality Update VC Object According to its Variant Quality
vcUpdateVariantListFromFile Update Variant List
vcUpdateVariantListFromList Update Variant List
vcUpdateVariantListFromVariantAnnotation Update Variant List from VCF Variant Annotations
vcUpdateVariantQuality Determine Quality of Variant Calls in Samples
violinPlotByGenes Violin Plot by Genes
violinPlotBySamples Violin Plot by Samples

-- W --

writeVCF Save Variant Data as VCF File