Package: outlierMBC
Title: Sequential Outlier Identification for Model-Based Clustering
Version: 0.0.1
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("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
RoxygenNote: 7.3.2
Imports: ClusterR, dbscan, flexCWM, ggplot2, mixture, mvtnorm,
        spatstat.univar, stats
Depends: R (>= 4.1.0)
LazyData: true
NeedsCompilation: no
Packaged: 2025-05-26 15:07:41 UTC; Administrator
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>),
  Arthur White [aut] (ORCID: <https://orcid.org/0000-0002-7268-5163>)
Maintainer: Ultán P. Doherty <dohertyu@tcd.ie>
Repository: CRAN
Date/Publication: 2025-05-28 15:40:02 UTC
Built: R 4.6.0; ; 2026-04-25 13:48:25 UTC; unix
