Package: dsos
Title: Dataset Shift with Outlier Scores
Version: 0.1.1
Authors@R: 
    c(person(given = "Vathy M.",
             family = "Kamulete",
             role = c("aut", "cre"),
             email = "vathymut@gmail.com",
             comment = c(ORCID = "0000-0002-4451-3743")),
      person(family = "Royal Bank of Canada (RBC)",
             role = "cph",
             comment = "Research supported 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 (extensible) and relies on a robust and powerful test
    statistic, the weighted AUC. See Kamulete, V. M. (2021) <arXiv:2107.02990>
    for details. Outlier scores such as trust scores and prediction uncertainty
    can be used as the basis for comparison for example.
License: GPL (>= 3)
URL: https://github.com/vathymut/dsos
BugReports: https://github.com/vathymut/dsos/issues
Imports: data.table (>= 1.14.0), future.apply (>= 1.9.0), ggplot2 (>=
        3.3.3), scales (>= 1.1.1), simctest (>= 2.6), stats (>= 3.6.1)
Suggests: fdrtool (>= 1.2.16), isotree (>= 0.2.7), ranger (>= 0.12.1),
        knitr (>= 1.33), rmarkdown (>= 2.7), testthat (>= 3.0.2)
VignetteBuilder: knitr
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.2.1
NeedsCompilation: no
Packaged: 2022-08-16 19:05:22 UTC; vathy
Author: Vathy M. Kamulete [aut, cre] (<https://orcid.org/0000-0002-4451-3743>),
  Royal Bank of Canada (RBC) [cph] (Research supported by RBC)
Maintainer: Vathy M. Kamulete <vathymut@gmail.com>
Repository: CRAN
Date/Publication: 2022-08-16 19:20:02 UTC
Built: R 4.1.3; ; 2023-02-17 21:44:45 UTC; windows
