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simputation (version 0.2.8)

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

1,145

Version

0.2.8

License

GPL-3

Issues

13

Pull Requests

0

Stars

91

Forks

11

Maintainer

Mark der Loo

Last Published

June 16th, 2022

Functions in simputation (0.2.8)

impute_lm

(Robust) Linear Regression Imputation
impute_multivariate

Multivariate, model-based imputation
foretell

Alternative to 'predict' returning values of correct type.
deparse

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

Decision Tree Imputation
impute_median

Impute (group-wise) medians
impute_hotdeck

Hot deck imputation
glimpse_na

Show the number of (remaining) missing values.
impute_proxy

Impute by variable derivation
impute

Impute using a previously fitted model.
simputation

simputation
na_status

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

Rough imputation for handling missing predictors.
print.simputation.capabilities

print output of simputation_capabilities
reexports

Objects exported from other packages
simputation_capabilities

Capabilities depending on suggested packages.