Authors and Citation • lookout

Authors

Sevvandi Kandanaarachchi. Author, maintainer.
Rob Hyndman. Author.
Chris Fraley. Contributor.

Citation

Source: inst/CITATION

Kandanaarachchi S, Hyndman R (2026). lookout: Leave One Out Kernel Density Estimates for Outlier Detection. R package version 2.0.2.9000, https://CRAN.R-project.org/package=lookout.

@Manual{,
  title = {{lookout}: Leave One Out Kernel Density Estimates for Outlier Detection},
  author = {Sevvandi Kandanaarachchi and Rob J Hyndman},
  year = {2026},
  note = {R package version 2.0.2.9000},
  url = {https://CRAN.R-project.org/package=lookout},
}

Hyndman R, Kandanaarachchi S, Turner K (2026). “Lookout 2: Anomaly detection via leave-one-out kernel density estimation.” arXiv:2603.22636, https://robjhyndman.com/publications/lookout2.html.

@Misc{,
  title = {Lookout 2: Anomaly detection via leave-one-out kernel density estimation},
  author = {Rob J Hyndman and Sevvandi Kandanaarachchi and Katharine Turner},
  year = {2026},
  note = {arXiv:2603.22636},
  url = {https://robjhyndman.com/publications/lookout2.html},
}

Kandanaarachchi S, Hyndman R (2022). “Leave-one-out kernel density estimates for outlier detection.” Journal of Computational and Graphical Statistics, 31(2), 586–599. doi:10.1080/10618600.2021.2000425. https://robjhyndman.com/publications/lookout/.

@Article{,
  title = {Leave-one-out kernel density estimates for outlier detection},
  author = {Sevvandi Kandanaarachchi and Rob J Hyndman},
  journal = {Journal of Computational and Graphical Statistics},
  year = {2022},
  volume = {31},
  number = {2},
  pages = {586--599},
  doi = {10.1080/10618600.2021.2000425},
  url = {https://robjhyndman.com/publications/lookout/},
}