Robust Singular Value Decomposition using Density Power Divergence


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Documentation for package ‘rsvddpd’ version 1.0.1

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AddOutlier Add outlier to matrix
cv.alpha Calculate optimal robustness parameter
rank.rSVDdpd Rank Estimation for Robust Singular Value Decomposition
rSVDdpd Robust Singular Value Decomposition using Density Power Divergence
simSVD Simulate SVD and measure performances of various algorithms