The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Tools to detect and correct measurement-unit errors in multivariate numeric data using model-based clustering. Gaussian mixture models with user-defined translation vectors identify clusters of records that differ in scale or unit. Core functionality includes cluster assignment via the EM algorithm, error correction based on posterior probabilities and pairwise scatterplot visualizations. For more details see Di Zio, Guarnera and Luzi (2005) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2005001/article/8087-eng.pdf>.
| Version: | 0.0.1 |
| Imports: | mvtnorm |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-03-16 |
| DOI: | 10.32614/CRAN.package.UnitMix |
| Author: | Cristina Faricelli [aut, cre], Renato Magistro [aut] |
| Maintainer: | Cristina Faricelli <cristina.faricelli at istat.it> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | UnitMix results |
| Reference manual: | UnitMix.html , UnitMix.pdf |
| Package source: | UnitMix_0.0.1.tar.gz |
| Windows binaries: | r-devel: UnitMix_0.0.1.zip, r-release: UnitMix_0.0.1.zip, r-oldrel: UnitMix_0.0.1.zip |
| macOS binaries: | r-release (arm64): UnitMix_0.0.1.tgz, r-oldrel (arm64): UnitMix_0.0.1.tgz, r-release (x86_64): UnitMix_0.0.1.tgz, r-oldrel (x86_64): UnitMix_0.0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=UnitMix to link to this page.
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.