Package: devianLM
Type: Package
Title: Detecting Extremal Values in a Normal Linear Model
Version: 1.1.1
Date: 2026-09-28
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. Methodological details are
        provided in Berthelot G., Saulière G., and 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>, and in Berthelot G., Gelein
        B., Meinadier E., Orhant E., and Dedecker J. (2026), "A guide
        to z-score-based methods, with illustrations from biological
        data sets", The Journal of Sport and Exercise Science 10,
        54–70, <doi:10.36905/jses.2026.01.06>.
License: GPL-3
Encoding: UTF-8
Imports: Rcpp
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Depends: R (>= 2.10)
LazyData: true
SystemRequirements: OpenMP (optional, for parallel execution)
NeedsCompilation: yes
Packaged: 2026-10-01 13:45:50 UTC; root
Config/roxygen2/version: 8.1.0
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>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-01 13:32:56 UTC
RemoteUrl: https://github.com/cran/devianLM
RemoteRef: HEAD
RemoteSha: 897d5f6cf674840bea6074b80397c490818c8e31
