General Effect Modelling - gemR

Installation

# Install release version from CRAN 
install.packages("gemR")  
# Install development version from GitHub  
# devtools::install_github("khliland/gemR")
install.packages("gemR", repos = c('https://khliland.r-universe.dev', 'https://cloud.r-project.org'))

Contents

• General Effect Modelling
• Convenience functions
  • Knock-in (isolation/extraction) of effects and residuals from a GEM model.
  • Knock-out (removal) of effect from a dataset using a GEM model.
• Supervised analyses of effects and residuals
  • Partial Least Squares
  • Elastic net
  • Neural Networks
• Confidence intervals