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Authors and Citation

Authors

  • Chitu Okoli. Author, maintainer.

  • Dan Apley. Copyright holder.
    The current code for calculating ALE interaction values is copied with few changes from Dan Apley's ALEPlot package. We gratefully acknowledge his open-source contribution. However, he was not directly involved in the development of this ale package.

Citation

Source: inst/CITATION

Okoli C (2023). “Statistical inference using machine learning and classical techniques based on accumulated local effects (ALE).” arXiv, 1-30. doi:10.48550/arXiv.2310.09877, https://arxiv.org/abs/2310.09877. 

@Article{,
  title = {Statistical inference using machine learning and classical techniques based on accumulated local effects (ALE)},
  author = {Chitu Okoli},
  year = {2023},
  journal = {arXiv},
  doi = {10.48550/arXiv.2310.09877},
  url = {https://arxiv.org/abs/2310.09877},
  pages = {1-30},
}

Okoli C (2023). ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE). R package version 0.3.0, https://CRAN.R-project.org/package=ale. 

@Manual{,
  title = {ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE)},
  author = {Chitu Okoli},
  year = {2023},
  note = {R package version 0.3.0},
  url = {https://CRAN.R-project.org/package=ale},
}