devianLM

Detecting Extremal Values in a Normal Linear Model

CRAN Package

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.

  • Version1.0.6
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release11/15/2025

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