Wavelet-based Feature Extraction for Copy-number Alteration Data


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Documentation for package ‘wavFeatExt’ version 0.99.21

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CBS Circular Binary Segmentation of Copy-number Profiles
classifyPcaIca Classification on PCA- and ICA-based Feature Sets
classifyWavFeatExt Classification on Wavelet-based Features
getIca Independent Component Analysis (ICA) for a List of Matrices
getPca Principal Component Analysis (PCA) for a List of Matrices
nhwt Non-decimated Haar Wavelet Transform (Legacy)
plot.nhwt Plot non-decimated Haar wavelet transform coefficients
plot.pcaIcaClassifier Plot Classification Results from 'classifyPcaIca'
plot.wavFeatExtClassifier Plot Classification Results from 'classifyWavFeatExt'
seg Segmentation Per Observation Using CBS
simulateCNA Simulate Copy-number Alteration (CNA) Data in a Two-group Setting
wavFeatExt Feature Extraction Using Non-decimated Haar Wavelet Transform