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Fast imputations under the object-oriented programming paradigm. Moreover there are offered a few functions built to work with popular R packages such as 'data.table' or 'dplyr'. The biggest improvement in time performance could be achieve for a calculation where a grouping variable have to be used. A single evaluation of a quantitative model for the multiple imputations is another major enhancement. A new major improvement is one of the fastest predictive mean matching in the R world because of presorting and binary search.
Version: | 0.8.2 |
Depends: | R (≥ 3.6.0) |
Imports: | methods, Rcpp (≥ 0.12.12), data.table |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | knitr, rmarkdown, pacman, testthat, mice, magrittr, ggplot2, UpSetR, dplyr |
Published: | 2022-11-17 |
DOI: | 10.32614/CRAN.package.miceFast |
Author: | Maciej Nasinski [aut, cre] |
Maintainer: | Maciej Nasinski <nasinski.maciej at gmail.com> |
BugReports: | https://github.com/Polkas/miceFast/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/Polkas/miceFast |
NeedsCompilation: | yes |
SystemRequirements: | C++11 |
Materials: | README NEWS |
In views: | MissingData |
CRAN checks: | miceFast results |
Reference manual: | miceFast.pdf |
Vignettes: |
miceFast - Introduction |
Package source: | miceFast_0.8.2.tar.gz |
Windows binaries: | r-devel: miceFast_0.8.2.zip, r-release: miceFast_0.8.2.zip, r-oldrel: miceFast_0.8.2.zip |
macOS binaries: | r-release (arm64): miceFast_0.8.2.tgz, r-oldrel (arm64): miceFast_0.8.2.tgz, r-release (x86_64): miceFast_0.8.2.tgz, r-oldrel (x86_64): miceFast_0.8.2.tgz |
Old sources: | miceFast archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.