ShapleyOutlier

Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances

CRAN Package

Based on Shapley values to explain multivariate outlyingness and to detect and impute cellwise outliers. Includes implementations of methods described in Mayrhofer and Filzmoser (2023) doi:10.1016/j.ecosta.2023.04.003.


Documentation


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Insights

Last 30 days

This package has been downloaded 215 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
7 downloadsMar 13, 2025
3 downloadsMar 14, 2025
8 downloadsMar 15, 2025
4 downloadsMar 16, 2025
1 downloadsMar 17, 2025
10 downloadsMar 18, 2025
6 downloadsMar 19, 2025
11 downloadsMar 20, 2025
11 downloadsMar 21, 2025
5 downloadsMar 22, 2025
14 downloadsMar 23, 2025
17 downloadsMar 24, 2025
5 downloadsMar 25, 2025
6 downloadsMar 26, 2025
6 downloadsMar 27, 2025
10 downloadsMar 28, 2025
1 downloadsMar 29, 2025
3 downloadsMar 30, 2025
3 downloadsMar 31, 2025
13 downloadsApr 1, 2025
7 downloadsApr 2, 2025
5 downloadsApr 3, 2025
6 downloadsApr 4, 2025
7 downloadsApr 5, 2025
12 downloadsApr 6, 2025
8 downloadsApr 7, 2025
4 downloadsApr 8, 2025
6 downloadsApr 9, 2025
3 downloadsApr 10, 2025
13 downloadsApr 11, 2025
0 downloadsApr 12, 2025
1
17

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,699 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Oct 20, 2024 with 44 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports11 packages
  • Suggests5 packages