imputeR (2.1)

0 users

A General Multivariate Imputation Framework.

http://github.com/SteffenMoritz/imputeR
http://cran.r-project.org/web/packages/imputeR

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.

Maintainer: Steffen Moritz
Author(s): Steffen Moritz [aut, cre] (<https://orcid.org/0000-0002-0085-1804>), Lingbing Feng [aut], Gen Nowak [ctb], Alan. H. Welsh [ctb], Terry. J. O'Neill [ctb]

License: GPL-3

Uses: reshape2, caret, earth, gbm, mboost, pls, rda, rpart, glmnet, testthat, Cubist, ridge

Released about 1 year ago.


2 previous versions

Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of imputeR yet. Want to be the first? Write one now.


Related packages:(20 best matches, based on common tags.)


Search for imputeR on google, google scholar, r-help, r-devel.

Visit imputeR on R Graphical Manual.