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dsos

Dataset Shift with Outlier Scores

v0.1.2 · Feb 18, 2023 · GPL (>= 3)

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.

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CRAN incoming feasibility

Maintainer: ‘Vathy M. Kamulete <vathymut@gmail.com>’

The Description field contains
  <arXiv:1908.04000>. Modern notions of outlyingness such as trust scores
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Vathy M. Kamulete <vathymut@gmail.com>’

The Description field contains
  <arXiv:1908.04000>. Modern notions of outlyingness such as trust scores
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Vathy M. Kamulete <vathymut@gmail.com>’

The Description field contains
  <arXiv:1908.04000>. Modern notions of outlyingness such as trust scores
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Vathy M. Kamulete <vathymut@gmail.com>’

The Description field contains
  <arXiv:1908.04000>. Modern notions of outlyingness such as trust scores
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies data.table future.apply ggplot2 (>= 3.4.0) scales simctest dsos

Version History

new 0.1.2 Mar 10, 2026
updated 0.1.2 ← 0.1.1 diff Feb 18, 2023
updated 0.1.1 ← 0.1.0 diff Aug 15, 2022
new 0.1.0 Jan 17, 2022