The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
imputeR: A General Multivariate Imputation Framework
Multivariate Expectation-Maximization (EM) based imputation framework that offers several different algorithms. These include regularisation methods like Lasso and Ridge regression, tree-based models and dimensionality reduction methods like PCA and PLS.
| Version: |
2.2 |
| Depends: |
R (≥ 3.1.0) |
| Imports: |
stats, utils, graphics, reshape2 |
| Suggests: |
testthat, caret, glmnet, pls, Cubist, ridge, gbm, mboost, rpart, earth |
| Published: |
2020-01-20 |
| Author: |
Steffen Moritz 
[aut, cre],
Lingbing Feng [aut],
Gen Nowak [ctb],
Alan. H. Welsh [ctb],
Terry. J. O'Neill [ctb] |
| Maintainer: |
Steffen Moritz <steffen.moritz10 at gmail.com> |
| BugReports: |
https://github.com/SteffenMoritz/imputeR/issues |
| License: |
GPL-3 |
| URL: |
http://github.com/SteffenMoritz/imputeR |
| NeedsCompilation: |
no |
| Citation: |
imputeR citation info |
| Materials: |
README NEWS |
| In views: |
MissingData |
| CRAN checks: |
imputeR results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=imputeR
to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.