Man pages for tnaake/MatrixQCvis
Shiny-based interactive data-quality exploration for omics data

barplotSamplesMeasuredMissingBarplot of number of measured/missing features of samples
batchCorrectionAssayRemove batch effects from (count/intensity) values of a...
createBoxplotCreate a boxplot of (count/intensity) values per sample
createDfFeatureCreate data frame of (count/intensity) values for a selected...
cvCalculate coefficient of variation
cvFeaturePlotPlot of feature-wise coefficient of variation values
dimensionReductionDimensionality reduction with dimensionReduction methods PCA,...
dimensionReductionPlotPlot the coordinates from 'dimensionReduction' values
distSampleCreate a heatmap using distance information between samples
distShinyCreate distance matrix from numerical matrix
driftPlotPlot the trend line for aggregated values
ECDFCreate ECDF plot of a sample against a reference
explVarRetrieve the explained variance for each principal component...
extractCombObtain the features that are present in a specified set
featurePlotCreate a plot of (count/intensity) values over the samples
histFeatureHistogram for measured value per feature
histFeatureCategoryHistogram of features per sample type
hist_samplePlot a histogram of the number of a category
hist_sample_numReturn the number of a category
hoeffDPlotCreate a plot from a list of Hoeffding's D values
hoeffDValuesCreate values of Hoeffding's D statistics from M and A values
imputeAssayImpute missing values in a 'matrix'
MAplotCreate a MA plot
MAvaluesCreate values (M and A) for MA plot
measuredCategoryObtain the number of measured intensities per sample type
mosaicMosaic plot for two factors in colData(se)
normalizeAssayNormalize a data sets (reduce technical sample effects)
permuteExplVarPermute the expression values and retrieve the explained...
plotCVPlot CV values
plotPCALoadingsPlot for PCA loadings of features
plotPCAVarPlot of explained variance against the principal components
plotPCAVarPvaluePlot p-values for the significance of principal components
samplesMeasuredMissingCreate tibble containing number of measured/missing features...
shinyQCShiny application for initial QC exploration of -omics data...
sumDistSamplePlot the sum of distances to other samples
tblPCALoadingsReturn tibble with PCA loadings for features
transformAssayTransform the (count/intensity) values of a 'data.frame',...
upsetCategoryUpSet plot to display measures values across sample types
volcanoPlotVolcano plot of fold changes/differences against p-values
tnaake/MatrixQCvis documentation built on June 20, 2024, 7:22 a.m.