QC Pipeline and Data Analysis Tools for High-Dimensional Illumina mRNA Expression Data


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Documentation for package ‘iCheck’ version 1.35.0

Help Pages

boxPlots Draw parallel plots for top results in whole-genome-wide analysis
densityPlots Draw estimated density plots for all arrays
genExprSet Generate an ExpressionSet object
genSimData.BayesNormal Generating simulated data set from conditional normal distributions
getPCAFunc Get principal components of arrays
glmWrapper Perform glm test for all gene probes
lkhrWrapper Perform glm test for all gene probes
lmFitPaired A wrapper function for the function 'lmFit' of the R Bioconductor package 'limma' for paired data
lmFitWrapper A wrapper function for the function 'lmFit' of the R Bioconductor package 'limma'
LumiBatch2Table Output slots (exprs, pData, fData) of an LumiBatch object into 3 text files
pca2DPlot Scatter plot of first 2 principal components
pca3DPlot Scatter plot of 3 specified principal components
plotCurves Plot trajectories of probe profiles across arrays
plotQCCurves Plot trajectories of specific QC probes (e.g., biotin, cy3_hyb, housekeeping gene probes, low stringency probes, etc.) across arrays
plotSamplep95p05 Plot trajectories of the ratio of 95th percentile to 5th percentile of sample probe profiles across arrays
quantilePlot Plot trajectories of quantiles across arrays
R2PlotFunc Draw heatmap of square of correlations among arrays
scatterPlots Draw scatter plots for top results in whole-genome-wide analysis
sortExpressionSet Sort the order of samples for an ExpressionSet object