Package: devianLM
Type: Package
Title: Detecting Extremal Values in a Normal Linear Model
Version: 1.0.3
Date: 2025-09-12
Authors@R: c(
    person("Guillaume", "Sauliere", 
           role = c("aut", "cre"), 
           email = "guillaumesauliere@hotmail.com",
           comment = c(ORCID = "0000-0001-8263-6456")),
    person("Geoffroy", "Berthelot", 
           role = "aut", 
           email = "geoffroy.berthelot@insep.fr"),
    person("Jérôme", "Dedecker", 
           role = "aut", 
           email = "jerome.dedecker@u-paris.fr"))
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: 7.3.1
Depends: R (>= 2.10)
LazyData: true
SystemRequirements: OpenMP
NeedsCompilation: yes
Packaged: 2025-09-19 08:07:27 UTC; gsauliere
Author: Guillaume Sauliere [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-8263-6456>),
  Geoffroy Berthelot [aut],
  Jérôme Dedecker [aut]
Maintainer: Guillaume Sauliere <guillaumesauliere@hotmail.com>
Repository: CRAN
Date/Publication: 2025-09-24 08:10:02 UTC
