Simple Imputation


[Up] [Top]

Documentation for package ‘simputation’ version 0.2.3

Help Pages

simputation-package simputation
foretell Alternative to 'predict' returning values of correct type.
foretell.default Alternative to 'predict' returning values of correct type.
foretell.glm Alternative to 'predict' returning values of correct type.
foretell.rpart Alternative to 'predict' returning values of correct type.
impute Impute using a previously fitted model.
impute_ Impute using a previously fitted model.
impute_cart Decision Tree Imputation
impute_const Impute by variable derivation
impute_em Multivariate, model-based imputation
impute_en (Robust) Linear Regression Imputation
impute_hotdeck Hot deck imputation
impute_knn Hot deck imputation
impute_lm (Robust) Linear Regression Imputation
impute_median Impute (group-wise) medians
impute_mf Multivariate, model-based imputation
impute_multivariate Multivariate, model-based imputation
impute_pmm Hot deck imputation
impute_proxy Impute by variable derivation
impute_rf Decision Tree Imputation
impute_rhd Hot deck imputation
impute_rlm (Robust) Linear Regression Imputation
impute_shd Hot deck imputation
na.roughfix Rough imputation for handling missing predictors.
simputation simputation
simputation_capabilities Capabilities depending on suggested packages.
simputation_suggests Capabilities depending on suggested packages.