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 .


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install.packages("denoiseR")

1.0.2 by Julie Josse, 2 years ago


Browse source code at https://github.com/cran/denoiseR


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