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r-micefast

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Fast imputations under the object-oriented programming paradigm. There was used quantitative models with a closed-form solution. Thus package is based on linear algebra operations. 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. Moreover there are offered a few functions built to work with popular R packages such as 'data.table' or 'dplyr'.

Installation

To install this package, run one of the following:

Conda
$conda install r_test::r-micefast

Usage Tracking

0.5.1
1 / 8 versions selected
Downloads (Last 6 months): 0

About

Summary

Fast imputations under the object-oriented programming paradigm. There was used quantitative models with a closed-form solution. Thus package is based on linear algebra operations. 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. Moreover there are offered a few functions built to work with popular R packages such as 'data.table' or 'dplyr'.

Last Updated

Dec 13, 2019 at 20:31

License

GPL-2

Total Downloads

16

Version Downloads

16

Supported Platforms

linux-64
macOS-64
win-64