Package: dsos
Title: Dataset Shift with Outlier Scores
Version: 0.1.2
Authors@R: c(
    person("Vathy M.", "Kamulete", , "vathymut@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-4451-3743")),
    person(, "Royal Bank of Canada (RBC)", role = "cph",
           comment = "Research supported and funded by RBC")
  )
Description: Test for no adverse shift in two-sample comparison when we
        have a training set, the reference distribution, and a test
        set. The approach is flexible and relies on a robust and
        powerful test statistic, the weighted AUC. Technical details
        are in Kamulete, V. M. (2021) <arXiv:1908.04000>. Modern
        notions of outlyingness such as trust scores and prediction
        uncertainty can be used as the underlying scores for example.
License: GPL (>= 3)
URL: https://github.com/vathymut/dsos
BugReports: https://github.com/vathymut/dsos/issues
Imports: data.table (>= 1.14.6), future.apply (>= 1.10.0), ggplot2 (>=
        3.4.0), scales (>= 1.2.1), simctest (>= 2.6), stats (>= 4.2.1)
Suggests: fdrtool (>= 1.2.17), knitr (>= 1.42), rmarkdown (>= 2.20),
        testthat (>= 3.1.6)
VignetteBuilder: knitr
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.2.3
Repository: https://vathymut.r-universe.dev
Date/Publication: 2023-02-19 07:38:15 UTC
RemoteUrl: https://github.com/vathymut/dsos
RemoteRef: HEAD
RemoteSha: 53c8e7bb5e1aef9bd093f9f7b6bf2fbb36494de5
NeedsCompilation: no
Packaged: 2026-10-20 06:54:55 UTC; root
Author: Vathy M. Kamulete [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-4451-3743>),
  Royal Bank of Canada (RBC) [cph] (Research supported and funded by RBC)
Maintainer: Vathy M. Kamulete <vathymut@gmail.com>