simputation v0.2.2

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Simple Imputation

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

Functions in simputation

Name Description
na.roughfix Rough imputation for handling missing predictors.
print.simputation.capabilities print output of simputation_capabilities
foretell Alternative to 'predict' returning values of correct type.
impute Impute using a previously fitted model.
impute_median Impute (group-wise) medians
impute_multivariate Multivariate, model-based imputation
impute_hotdeck Hot deck imputation
impute_lm (Robust) Linear Regression Imputation
impute_proxy Impute by variable derivation
impute_cart Decision Tree Imputation
reexports Objects exported from other packages
simputation simputation
simputation_capabilities Capabilities depending on suggested packages.
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Vignettes of simputation

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intro.Rmd
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Details

License GPL-3
LazyData no
Type Package
LazyLoad yes
URL https://github.com/markvanderloo/simputation
BugReports https://github.com/markvanderloo/simputation/issues
Date 2017-01-27
RoxygenNote 6.0.1
VignetteBuilder knitr
NeedsCompilation yes
Packaged 2017-05-19 13:30:28 UTC; mark
Repository CRAN
Date/Publication 2017-05-19 21:34:39 UTC

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