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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "rarefun" in publications use:'
type: software
license: MIT
title: 'rarefun: Functions for Rare Events Analysis'
version: 0.1.0
doi: 10.32614/CRAN.package.rarefun
abstract: Functions for detecting and analyzing rare events in data. Implements isolation
  forest (Liu et al., 2008, <https://doi.org/10.1109/ICDM.2008.17>) and clustering
  for anomaly detection in time series residuals. Decomposes time series using LOESS
  (Locally Estimated Scatterplot Smoothing) or STL (Seasonal-Trend decomposition using
  LOESS). Detects marine heatwaves and cold spells following Hobday et al. (2016)
  <https://doi.org/10.1016/j.pocean.2015.12.014>. Provides goodness-of-fit tests for
  quantile regression (Haupt et al., 2011, <https://doi.org/10.1080/02664763.2011.573542>),
  partial dependence with quantile random forests, MCC (Matthews Correlation Coefficient)
  computation and testing, knee-point detection via the Kneedle algorithm (Satopaa
  et al., 2011, <https://doi.org/10.1109/ICDCSW.2011.20>), and spatial point matching.
authors:
- family-names: Lyubchich
  given-names: Vyacheslav
  email: lyubchich@umces.edu
  orcid: https://orcid.org/0000-0001-7936-4285
- family-names: Nesslage
  given-names: Geneviève
  orcid: https://orcid.org/0000-0003-1770-6803
repository: https://vlyubchich.r-universe.dev
repository-code: https://github.com/vlyubchich/rarefun
commit: 62c88016a40f1210f4c25ae23ade7bd7448c50e2
url: https://github.com/vlyubchich/rarefun
date-released: '2026-05-29'
contact:
- family-names: Lyubchich
  given-names: Vyacheslav
  email: lyubchich@umces.edu
  orcid: https://orcid.org/0000-0001-7936-4285