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] (<>), Lingbing Feng [aut], Gen Nowak [ctb], Alan. H. Welsh [ctb], Terry. J. O'Neill [ctb]
MaintainerSteffen Moritz <>
Package repositoryView on CRAN
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imputeR documentation built on Jan. 21, 2020, 1:06 a.m.