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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
1,034
Version
0.2.8
License
GPL-3
Issues
14
Pull Requests
0
Stars
89
Forks
13
Repository
https://github.com/markvanderloo/simputation
Maintainer
Mark der Loo
Last Published
June 16th, 2022
Functions in simputation (0.2.8)
Search functions
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.