[aut, cre]A fast and flexible framework for agglomerative partitioning. 'partition' uses an approach called Direct-Measure-Reduce to create new variables that maintain the user-specified minimum level of information. Each reduced variable is also interpretable: the original variables map to one and only one variable in the reduced data set. 'partition' is flexible, as well: how variables are selected to reduce, how information loss is measured, and the way data is reduced can all be customized.
| Version: | 0.1.1 |
| Depends: | R (≥ 3.3.0) |
| Imports: | Rcpp, rlang, purrr, tibble, dplyr (≥ 0.8.0), tidyr (≥ 1.0.0), ggplot2 (≥ 3.0.0), stringr, magrittr, crayon, pillar, infotheo, MASS, forcats |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | covr, spelling, testthat, knitr, rmarkdown |
| Published: | 2019-12-12 |
| Author: | Joshua Millstein [aut],
Malcolm Barrett
[aut, cre] |
| Maintainer: | Malcolm Barrett <malcolmbarrett at gmail.com> |
| BugReports: | https://github.com/USCbiostats/partition/issues |
| License: | MIT + file LICENSE |
| URL: | https://uscbiostats.github.io/partition/, https://github.com/USCbiostats/partition |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | partition results |
| Reference manual: | partition.pdf |
| Vignettes: |
Extending partition Introduction to Partition |
| Package source: | partition_0.1.1.tar.gz |
| Windows binaries: | r-prerelease: partition_0.1.1.zip, r-release: partition_0.1.1.zip, r-oldrel: partition_0.1.1.zip |
| macOS binaries: | r-prerelease: partition_0.1.1.tgz, r-release: partition_0.1.1.tgz, r-oldrel: partition_0.1.1.tgz |
| Old sources: | partition archive |
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