Package: outlierMBC
Title: Sequential Outlier Identification for Model-Based Clustering
Version: 0.0.1.0003
Authors@R: c(
    person("Ultán P.", "Doherty", , "dohertyu@tcd.ie", role = c("aut", "cre", 
           "cph"), comment = c(ORCID = "0000-0003-1791-395X")),
    person("Paul D.", "McNicholas", , "paulmc@mcmaster.ca", role = c("aut"),
           comment = c(ORCID = "0000-0002-2482-523X")),
    person("Andrea", "Cappozzo", , "andrea.cappozzo@unicatt.it", role = c("aut"
           ), comment = c(ORCID = "0000-0001-9348-710X")),
    person("Arthur", "White", , "arwhite@tcd.ie", role = c("aut"),
           comment = c(ORCID = "0000-0002-7268-5163")))
Description: Sequential outlier identification for Gaussian mixture
        models using the distribution of Mahalanobis distances. The
        optimal number of outliers is chosen based on the dissimilarity
        between the theoretical and observed distributions of the
        scaled squared sample Mahalanobis distances. Also includes an
        extension for Gaussian linear cluster-weighted models using the
        distribution of studentized residuals. Doherty, McNicholas, and
        White (2025) <doi:10.48550/arXiv.2505.11668>.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Imports: ClusterR, dbscan, ggplot2, mixture, mvtnorm, spatstat.univar,
        stats, mclust, ContaminatedMixt
Depends: R (>= 4.1.0)
LazyData: true
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: libgmp3-dev libgsl0-dev libicu-dev
Repository: https://ultanpdoherty.r-universe.dev
Date/Publication: 2026-10-31 22:07:39 UTC
RemoteUrl: https://github.com/ultanpdoherty/outliermbc
RemoteRef: HEAD
RemoteSha: e6c3773d94f03654dadd4e54520f2682fd36588c
NeedsCompilation: no
Packaged: 2026-10-31 22:52:45 UTC; root
Author: Ultán P. Doherty [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-1791-395X>),
  Paul D. McNicholas [aut] (ORCID:
    <https://orcid.org/0000-0002-2482-523X>),
  Andrea Cappozzo [aut] (ORCID: <https://orcid.org/0000-0001-9348-710X>),
  Arthur White [aut] (ORCID: <https://orcid.org/0000-0002-7268-5163>)
Maintainer: Ultán P. Doherty <dohertyu@tcd.ie>