Automated Affymetrix Array Analysis Base Package


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Documentation for package ‘a4Base’ version 1.35.1

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a4palette Utility function that defines a color palette for use in a4
addQuantilesColors Compute quantiles for plotGeneDE function
boxPlot Create a boxplot for a given gene.
combineTwoExpressionSet Combine two ExpressionSet objects
computeLogRatio Summary statistics for gene expression
createExpressionSet combine gene expression and phenotype data onto a ExpressionSet object
ExpressionSetWithComputation-class Class "ExpressionSetWithComputation"
filterVarInt Filter Features On Intensity and Variance
heatmap.expressionSet Image plot of an expressionSet
histPvalue Plot the Distribution of P Values
histPvalue-method Plot the Distribution of P Values
histpvalueplotter Workhorse function for the histPvalue function
lassoReg Multiple regression using the Lasso algorithm as implemented in the glmnet package
limmaTwoLevels Wrapper function for the comparison of two groups using limma
logReg Logistic regression for predicting the probability to belong to a certain class in binary classification problems.
nlcvTT Data to Demonstrate nlcv and Co Functions
plot1gene Create a Profile Plot for a given Gene
plotComb2Samples Plots the correlation in gene expression between two samples
plotCombination2genes Plot a Combination of Two Genes
plotCombMultSamples Plots the correlation in gene expression between more than 2 samples
plotLogRatio Plot a summary gene expression graph
probabilitiesPlot Function to plot the probabilities to belong to a certain class in binary classification problems.
probe2gene Translate Affymetrix probeset IDs into gene symbols
profilesPlot Plot expression profiles of multiple genes or probesets
propDEgenes Generic function to compute the proportion of differentially expressed genes that are present
propDEgenes-method Methods for propDEgenes
propDEgenes-methods Methods for propDEgenes
propdegenescalculation Estimation of proportion of differentially expressed genes
replicates computes replicates across a vector
spectralMap Draw a Spectral Map
spectralMap-method Methods for Function spectralMap
spectralMap-methods Methods for Function spectralMap
topTable-method Methods for topTable
topTable-methods Methods for topTable
tTest Use t Test to Compare Two Groups
volcanoPlot Draw a Volcano Plot
volcanoPlot-method Draw a Volcano Plot
volcanoPlot-methods Draw a Volcano Plot
volcanoplotter Workhorse function for the different volcanoPlot methods