Estimate a low rank matrix from noisy data using singular values thresholding and shrinking functions. Impute missing values with matrix completion.
| Version: | 1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | irlba, Matrix, FactoMineR, stats |
| Suggests: | missMDA |
| Published: | 2016-07-26 |
| 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 |
| Reference manual: | denoiseR.pdf |
| Package source: | denoiseR_1.0.tar.gz |
| Windows binaries: | r-devel: denoiseR_1.0.zip, r-release: denoiseR_1.0.zip, r-oldrel: denoiseR_1.0.zip |
| OS X binaries: | r-release: denoiseR_1.0.tgz, r-oldrel: denoiseR_1.0.tgz |
| Reverse imports: | smartdata |
Please use the canonical form https://CRAN.R-project.org/package=denoiseR to link to this page.