CRAN/E | denoiseR

denoiseR

Regularized Low Rank Matrix Estimation

Installation

About

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 .

Key Metrics

Version 1.0.2
R ≥ 2.10
Published 2020-02-26 1524 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks denoiseR results

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Maintainer

Maintainer

Julie Josse

julie.josserennes@gmail.com

Authors

Julie Josse
Sylvain Sardy
Stefan Wager

Material

Reference manual
Package source

In Views

MissingData

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

denoiseR archive

Depends

R ≥ 2.10

Imports

irlba
Matrix
FactoMineR
stats

Suggests

missMDA