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.
devianLM: Detecting Extremal Values in a Normal Linear Model
Provides a method to detect values poorly explained by a Gaussian linear model. The procedure is based on the maximum of the absolute value of the studentized residuals, which is a parameter-free statistic. This approach generalizes several procedures used to detect abnormal values during longitudinal monitoring of biological markers. For methodological details, see: Berthelot G., Saulière G., Dedecker J. (2025). "DEViaN-LM An R Package for Detecting Abnormal Values in the Gaussian Linear Model". HAL Id: hal-05230549. <https://hal.science/hal-05230549>.
| Version: |
1.0.3 |
| Depends: |
R (≥ 2.10) |
| Imports: |
Rcpp |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
testthat (≥ 3.0.0) |
| Published: |
2025-09-24 |
| DOI: |
10.32614/CRAN.package.devianLM |
| Author: |
Guillaume Sauliere
 [aut, cre],
Geoffroy Berthelot [aut],
Jérôme Dedecker [aut] |
| Maintainer: |
Guillaume Sauliere <guillaumesauliere at hotmail.com> |
| License: |
GPL-3 |
| NeedsCompilation: |
yes |
| SystemRequirements: |
OpenMP |
| Materials: |
NEWS |
| CRAN checks: |
devianLM results [issues need fixing before 2025-10-08] |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=devianLM
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.