stephematician/miForang: Single or multiple imputation of missing data using random forests

Performs single or multiple imputation of missing data using the missForest algorithm by Stekhoven et al. Variations on the training and prediction steps are available to monitor convergence and improve variance of missing data distribution, or to mimic Multiple Imputation by Chained Equations (known as MICE) using random forests.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.0.0.9000
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("stephematician/miForang")
stephematician/miForang documentation built on July 23, 2019, 5:11 p.m.