Multiple Imputation Using MICE and Random Forest

Functions to impute using random forest under full conditional specifications (multivariate imputation by chained equations). The methods are described in Shah and others (2014) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("CALIBERrfimpute")

1.0-8 by Anoop Shah, 8 months ago


Browse source code at https://github.com/cran/CALIBERrfimpute


Authors: Anoop Shah [aut, cre] , Jonathan Bartlett [ctb] , Harry Hemingway [ths] , Owen Nicholas [ths] , Aroon Hingorani [ths]


Documentation:   PDF Manual  


GPL-3 license


Imports mvtnorm, randomForest

Depends on mice

Suggests missForest, rpart, survival, xtable, ranger


See at CRAN