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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
Total downloads: 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'.

Information Last Updated

Apr 22, 2025 at 15:32

License

GPL-2

Total Downloads

15

Platforms

Linux 64 Version: 0.5.1
macOS 64 Version: 0.5.1
Win 64 Version: 0.5.1