Simple Imputation

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Documentation for package ‘simputation’ version 0.2.8

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

%?>%	Show the number of (remaining) missing values.
deparse	A 'deparse' replacement that always returns a length-1 vector
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.
glimpse_na	Show the number of (remaining) missing values.
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.
na_status	Show the number of (remaining) missing values.
simputation	simputation