Simple Imputation
Alternative to 'predict' returning values of correct type.
Show the number of (remaining) missing values.
Hot deck imputation
(Robust) Linear Regression Imputation
A deparse replacement that always returns a length-1 vector
Impute (group-wise) medians
Multivariate, model-based imputation
Impute by variable derivation
Decision Tree Imputation
Impute using a previously fitted model.
Show the number of (remaining) missing values.
Rough imputation for handling missing predictors.
print output of simputation_capabilities
Objects exported from other packages
Capabilities depending on suggested packages.
simputation
Easy to use interfaces to a number of imputation methods that fit in the not-a-pipe operator of the 'magrittr' package.
Useful links