Package: lookout
Type: Package
Title: Leave One Out Kernel Density Estimates for Outlier Detection
Version: 2.0.1.00
Authors@R: c(
  person("Sevvandi", "Kandanaarachchi", email = "sevvandik@gmail.com",
  role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0337-0395")),
  person("Rob", "Hyndman", email = "rob.hyndman@monash.edu",
  role = c("aut"), comment = c(ORCID = "0000-0002-2140-5352")),
  person("Chris", "Fraley", role = "ctb", email = "fraley@u.washington.edu")
 )
Maintainer: Sevvandi Kandanaarachchi <sevvandik@gmail.com>
Description: 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.
License: GPL-3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
BugReports: https://github.com/sevvandi/lookout/issues
Imports: evd, ggplot2, mlpack, RANN, robustbase, stats, tidyr
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
URL: https://sevvandi.github.io/lookout/,
        https://github.com/sevvandi/lookout
Config/testthat/edition: 3
Config/pak/sysreqs: libicu-dev
Repository: https://robjhyndman.r-universe.dev
Date/Publication: 2026-03-26 00:48:54 UTC
RemoteUrl: https://github.com/sevvandi/lookout
RemoteRef: HEAD
RemoteSha: caba04b4c2e847dab8441a77c7a5764359c791cb
NeedsCompilation: no
Packaged: 2026-07-02 07:55:17 UTC; root
Author: Sevvandi Kandanaarachchi [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0337-0395>),
  Rob Hyndman [aut] (ORCID: <https://orcid.org/0000-0002-2140-5352>),
  Chris Fraley [ctb]