Multiple Imputation Using MICE and Random Forest
Imputation in MICE using Random Forest
Creates artificial missing at random missingness
Impute categorical variables using Random Forest within MICE
Impute continuous variables using Random Forest within MICE
Set Random Forest options for imputation using MICE
Simulate multivariate data for testing
Functions to impute using random forest under full conditional specifications (multivariate imputation by chained equations). The methods are described in Shah and others (2014) <doi:10.1093/aje/kwt312>.