Simple Imputation


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Documentation for package ‘simputation’ version 0.2.1

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simputation-package simputation
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.