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devianLM  

Detecting Extremal Values in a Normal Linear Model
View on CRAN: Click here


Download and install devianLM package within the R console
Install from CRAN:
install.packages("devianLM")

Install from Github:
library("remotes")
install_github("cran/devianLM")

Install by package version:
library("remotes")
install_version("devianLM", "1.0.7")



Attach the package and use:
library("devianLM")
Maintained by
Guillaume Sauliere
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-10-05
Latest Update: 2025-10-05
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>.
How to cite:
Guillaume Sauliere (2025). devianLM: Detecting Extremal Values in a Normal Linear Model. R package version 1.0.7, https://cran.r-project.org/web/packages/devianLM. Accessed 04 Jul. 2026.
Previous versions and publish date:
1.0.3 (2025-09-24 10:10), 1.0.4 (2025-10-05 16:20), 1.0.5 (2025-11-10 16:10), 1.0.6 (2025-11-15 13:10), 1.0.7 (2025-11-22 00:00)
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Complete documentation for devianLM
Functions, R codes and Examples using the devianLM R package
Full devianLM package functions and examples
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