Regularized Low Rank Matrix Estimation

Estimate a low rank matrix from noisy data using singular values thresholding and shrinking functions. Impute missing values with matrix completion. The method is described in .


Reference manual

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1.0.2 by Julie Josse, 2 years ago

Browse source code at

Authors: Julie Josse , Sylvain Sardy , Stefan Wager

Documentation:   PDF Manual  

Task views: Missing Data

GPL (>= 2) license

Imports irlba, Matrix, FactoMineR, stats

Suggests missMDA

See at CRAN