Package: devianLM
Type: Package
Title: Detecting Extremal Values in a Normal Linear Model
Version: 1.1.0
Date: 2026-04-21
Authors@R: c(
    person("Guillaume", "Sauliere", 
           role = "aut", 
           email = "guillaumesauliere@hotmail.com",
           comment = c(ORCID = "0000-0001-8263-6456")),
    person("Geoffroy", "Berthelot", 
           role = c("aut", "cre"), 
           email = "geoffroy.berthelot@insep.fr",
           comment = c(ORCID = "0000-0003-4036-6114")),
    person("Jérôme", "Dedecker", 
           role = "aut", 
           email = "jerome.dedecker@u-paris.fr",
           comment = c(ORCID = "0000-0002-8838-0356")))
Description: 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>. 
License: GPL-3
Encoding: UTF-8
Imports: Rcpp
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
RoxygenNote: 7.3.3
Depends: R (>= 2.10)
LazyData: true
SystemRequirements: OpenMP (optional, for parallel execution)
NeedsCompilation: yes
Packaged: 2026-04-30 08:50:39 UTC; root
Repository: CRAN
Date/Publication: 2026-04-30 09:40:02 UTC
Author: Guillaume Sauliere [aut] (ORCID:
    <https://orcid.org/0000-0001-8263-6456>),
  Geoffroy Berthelot [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-4036-6114>),
  Jérôme Dedecker [aut] (ORCID: <https://orcid.org/0000-0002-8838-0356>)
Maintainer: Geoffroy Berthelot <geoffroy.berthelot@insep.fr>
