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.

Package details

AuthorSteffen 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]
MaintainerSteffen Moritz <[email protected]>
LicenseGPL-3
Version2.1
URL http://github.com/SteffenMoritz/imputeR
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("imputeR")

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imputeR documentation built on May 2, 2019, 9:12 a.m.