# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "lookout" in publications use:' type: software license: GPL-3.0-only title: 'lookout: Leave One Out Kernel Density Estimates for Outlier Detection' version: 0.1.5 doi: 10.32614/CRAN.package.lookout abstract: Outlier detection using leave-one-out kernel density estimates and extreme value theory. The bandwidth for kernel density estimates is computed using persistent homology, a technique in topological data analysis. Using peak-over-threshold method, a generalized Pareto distribution is fitted to the log of leave-one-out kde values to identify outliers. authors: - family-names: Kandanaarachchi given-names: Sevvandi email: sevvandik@gmail.com orcid: https://orcid.org/0000-0002-0337-0395 - family-names: Hyndman given-names: Rob email: rob.hyndman@monash.edu orcid: https://orcid.org/0000-0002-2140-5352 repository: https://robjhyndman.r-universe.dev commit: d1e1c7becff07224d01267270bed608a9745bc96 url: https://sevvandi.github.io/lookout/ contact: - family-names: Kandanaarachchi given-names: Sevvandi email: sevvandik@gmail.com orcid: https://orcid.org/0000-0002-0337-0395