The removal of batch effects from datasets using a PCA and constrained optimisation based technique


[Up] [Top]

Documentation for package ‘Harman’ version 1.34.0

Help Pages

.callHarman Wrapper function to call the shared C/C++ library code
arrowPlot PCA before and after arrow plot for harman results
callHarman Wrapper function to call the shared C/C++ library code
clusterStats Compute LVR and meandiff statistics for beta values after batch correction
detachHarman Detach the Harman package and its shared C/C++ library code
discoverClusteredMethylation Discover clustered beta values
harman Harman batch correction method
harmanresults Harman results object
harmanScores A Principal components prcomp function tweaked for Harman
kClusterMethylation Cluster beta values with a set value for k
pcaPlot PCA plot for harman results
plot.harmanresults Plot method for harman
prcompPlot PCA plot
print.summary.harmanresults Printing Harmanresults summaries.
reconstructData Reconstruct corrected data from Harman results
shiftBetas Shift beta values from 0 and 1 to avoid infinite M values
summary.harmanresults Summarizing harman results.