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simputation (version 0.2.9)

Simple Imputation

Description

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

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Install

install.packages('simputation')

Monthly Downloads

1,561

Version

0.2.9

License

GPL-3

Issues

13

Pull Requests

0

Stars

92

Forks

11

Maintainer

Mark der Loo

Last Published

December 16th, 2024

Functions in simputation (0.2.9)

reexports

Objects exported from other packages
print.simputation.capabilities

print output of simputation_capabilities
na_status

Show the number of (remaining) missing values.
na.roughfix

Rough imputation for handling missing predictors.
impute_median

Impute (group-wise) medians
deparse

A deparse replacement that always returns a length-1 vector
impute_multivariate

Multivariate, model-based imputation
foretell

Alternative to 'predict' returning values of correct type.
simputation-package

simputation
impute_proxy

Impute by variable derivation
glimpse_na

Show the number of (remaining) missing values.
impute_cart

Decision Tree Imputation
impute

Impute using a previously fitted model.
simputation_capabilities

Capabilities depending on suggested packages.
impute_hotdeck

Hot deck imputation
impute_lm

(Robust) Linear Regression Imputation