simputation0.2.8 package

Simple Imputation

deparse

A deparse replacement that always returns a length-1 vector

foretell

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_hotdeck

Hot deck imputation

impute_lm

(Robust) Linear Regression Imputation

impute_median

Impute (group-wise) medians

impute_multivariate

Multivariate, model-based imputation

impute_proxy

Impute by variable derivation

impute_tree

Decision Tree Imputation

na.roughfix

Rough imputation for handling missing predictors.

na_status

Show the number of (remaining) missing values.

print.simputation.capabilities

print output of simputation_capabilities

reexports

Objects exported from other packages

simputation

simputation

simputation_capabilities

Capabilities depending on suggested packages.

Download source packageRead PDF manual

Easy to use interfaces to a number of imputation methods that fit in the not-a-pipe operator of the 'magrittr' package.

  • Maintainer: Mark van der Loo
  • License: GPL-3
  • Last published: 2022-06-16

Useful links