Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!
Get Started for Free

imputeR-package

imputeR-package description


Description

The imputeR package offers a General Multivariate Imputation Framework

Details

The imputeR package is a 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.

Author(s)

Steffen Moritz, Lingbing Feng, Gen Nowak, Alan. H. Welsh, Terry. J. O'Neill


imputeR

A General Multivariate Imputation Framework

v2.2
GPL-3
Authors
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]
Initial release
2020-01-20

We don't support your browser anymore

Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.