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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: | 1.0.4 |
Depends: | R (≥ 2.10) |
Imports: | Rcpp |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2025-10-05 |
DOI: | 10.32614/CRAN.package.devianLM |
Author: | Guillaume Sauliere
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Maintainer: | Guillaume Sauliere <guillaumesauliere at hotmail.com> |
License: | GPL-3 |
NeedsCompilation: | yes |
SystemRequirements: | OpenMP (optional, for parallel execution) |
Materials: | NEWS |
CRAN checks: | devianLM results |
Reference manual: | devianLM.html , devianLM.pdf |
Package source: | devianLM_1.0.4.tar.gz |
Windows binaries: | r-devel: devianLM_1.0.4.zip, r-release: devianLM_1.0.4.zip, r-oldrel: devianLM_1.0.4.zip |
macOS binaries: | r-release (arm64): devianLM_1.0.4.tgz, r-oldrel (arm64): devianLM_1.0.4.tgz, r-release (x86_64): devianLM_1.0.4.tgz, r-oldrel (x86_64): devianLM_1.0.4.tgz |
Old sources: | devianLM archive |
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These binaries (installable software) and packages are in development.
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