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imputeR (version 2.2)

imputeR-package: imputeR-package description

Description

The imputeR package offers a General Multivariate Imputation Framework

Arguments

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.