Package: dsos
Title: Dataset Shift with Outlier Scores
Version: 0.1.0
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 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 (>= 1.14.0), ggplot2 (>= 3.3.3), isotree (>=
        0.2.7), ranger (>= 0.12.1), scales (>= 1.1.1), simctest (>=
        2.6), stats (>= 3.6.1), WeightedROC (>= 2020.1.31)
Suggests: fdrtool (>= 1.2.16), knitr (>= 1.33), rmarkdown (>= 2.7),
        testthat (>= 3.0.2)
VignetteBuilder: knitr
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.1.2
NeedsCompilation: no
Packaged: 2022-01-17 21:14:01 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: 2022-01-18 08:32:51 UTC
Built: R 4.0.5; ; 2022-04-21 10:58:44 UTC; windows
