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 <arXiv:1602.01206>.
| Version: |
1.0.2 |
| Depends: |
R (≥ 2.10) |
| Imports: |
irlba, Matrix, FactoMineR, stats |
| Suggests: |
missMDA |
| Published: |
2020-02-26 |
| Author: |
Julie Josse, Sylvain Sardy, Stefan Wager |
| Maintainer: |
Julie Josse <julie.josserennes at gmail.com> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| In views: |
MissingData |
| CRAN checks: |
denoiseR results |