simputation: Simple Imputation
Version 0.2.2

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

AuthorMark van der Loo [aut, cre]
Date of publication2017-05-19 21:34:39 UTC
MaintainerMark van der Loo <mark.vanderloo@gmail.com>
LicenseGPL-3
Version0.2.2
URL https://github.com/markvanderloo/simputation
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("simputation")

Getting started

Getting started with simputation

Popular man pages

impute_hotdeck: Hot deck imputation
impute_lm: (Robust) Linear Regression Imputation
impute_multivariate: Multivariate, model-based imputation
impute_proxy: Impute by variable derivation
print.simputation.capabilities: print output of simputation_capabilities
reexports: Objects exported from other packages
simputation: simputation
See all...

All man pages Function index File listing

Man pages

foretell: Alternative to 'predict' returning values of correct type.
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.
print.simputation.capabilities: print output of simputation_capabilities
reexports: Objects exported from other packages
simputation: simputation
simputation_capabilities: Capabilities depending on suggested packages.

Functions

cart_work Source code
cc_knn Source code
cc_rhd Source code
cc_shd Source code
do_by Source code
do_knn Source code
donor_indices Source code
dummymodel Source code
fdglmnet Source code
foretell Man page Source code
foretell.default Man page Source code
foretell.glm Man page Source code
foretell.rpart Man page Source code
get_imputed Source code
get_predictors Source code
get_res Source code
groups Source code
has_groups Source code
has_intercept Source code
hd_vim Source code
iapply Source code
impute Man page Source code
impute_ Man page Source code
impute_cart Man page Source code
impute_const Man page Source code
impute_em Man page Source code
impute_en Man page Source code
impute_hotdeck Man page
impute_knn Man page Source code
impute_lm Man page Source code
impute_median Man page Source code
impute_mf Man page Source code
impute_multivariate Man page
impute_pmm Man page Source code
impute_proxy Man page Source code
impute_rf Man page Source code
impute_rhd Man page Source code
impute_rlm Man page Source code
impute_shd Man page Source code
is_additive Source code
is_logical Source code
isample Source code
knn_vim Source code
knn_work Source code
lmwork Source code
multi_cc_pmm Source code
multi_knn Source code
multi_rhd Source code
multi_shd Source code
na.roughfix Man page Source code
na.rpart Man page
not_installed Source code
pmm_work Source code
predict.dummymodel Source code
predict.simputation.glmnet Source code
print.simputation.capabilities Man page Source code
reexports Man page
remove_groups Source code
residuals.dummymodel Source code
residuals.simputation.glmnet Source code
rf_work Source code
run_model Source code
shd_work Source code
simputation Man page
simputation-package Man page
simputation_capabilities Man page Source code
simputation_suggests Man page Source code
single_knn Source code
single_pmm Source code
single_rhd Source code
single_shd Source code
stopf Source code
unscale Source code
warnf Source code

Files

inst
inst/doc
inst/doc/intro.html
inst/doc/intro.R
inst/doc/intro.Rmd
tests
tests/testthat.R
tests/testthat
tests/testthat/test_utils.R
tests/testthat/test_hd.R
tests/testthat/test_foretell.R
tests/testthat/test_imputemodels.R
tests/testthat/test_em.R
tests/testthat/test_lm.R
tests/testthat/test_tree.R
src
src/Makevars
src/R_register_native.c
src/pmm.c
NAMESPACE
NEWS
R
R/hotdeck.R
R/utils.R
R/multivariate.R
R/linearmodels.R
R/treemodels.R
R/modelimpute.R
R/proxy.R
R/simputation-pkg.R
R/foretell.R
vignettes
vignettes/intro.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/print.simputation.capabilities.Rd
man/simputation_capabilities.Rd
man/impute_proxy.Rd
man/impute_median.Rd
man/impute_hotdeck.Rd
man/reexports.Rd
man/foretell.Rd
man/impute.Rd
man/na.roughfix.Rd
man/impute_multivariate.Rd
man/simputation.Rd
man/impute_tree.Rd
man/impute_lm.Rd
simputation documentation built on May 23, 2017, 9:11 a.m.

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