miceFast-package {miceFast}

miceFast package for fast multiple imputations.

Description

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'.

Details

Please read the vignette for additional information

Author(s)

Maciej Nasinski

References

https://github.com/Polkas/miceFast