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