forked from rbc-research/dsos
-
Notifications
You must be signed in to change notification settings - Fork 1
/
DESCRIPTION
36 lines (36 loc) · 1.22 KB
/
DESCRIPTION
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
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