prototest

Inference on Prototypes from Clusters of Features

CRAN Package

Procedures for testing for group-wide signal in clusters of variables. Tests can be performed for single groups in isolation (univariate) or multiple groups together (multivariate). Specific tests include the exact and approximate (un)selective likelihood ratio tests described in Reid et al (2015), the selective F test and marginal screening prototype test of Reid and Tibshirani (2015). User may pre-specify columns to be included in prototype formation, or allow the function to select them itself. A mixture of these two is also possible. Any variable selection is accounted for using the selective inference framework. Options for non-sampling and hit-and-run null reference distributions.


Team


Insights

Last 30 days

This package has been downloaded 131 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 2 times.

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3 downloadsFeb 16, 2025
3 downloadsFeb 17, 2025
5 downloadsFeb 18, 2025
7 downloadsFeb 19, 2025
10 downloadsFeb 20, 2025
4 downloadsFeb 21, 2025
9 downloadsFeb 22, 2025
9 downloadsFeb 23, 2025
3 downloadsFeb 24, 2025
1 downloadsFeb 25, 2025
1 downloadsFeb 26, 2025
5 downloadsFeb 27, 2025
2 downloadsFeb 28, 2025
4 downloadsMar 1, 2025
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4 downloadsMar 7, 2025
0 downloadsMar 8, 2025
1 downloadsMar 9, 2025
5 downloadsMar 10, 2025
11 downloadsMar 11, 2025
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3 downloadsMar 13, 2025
2 downloadsMar 14, 2025
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2 downloadsMar 17, 2025
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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 1,786 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 21, 2024 with 73 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


Binaries


Dependencies

  • Depends3 packages
  • Imports1 package
  • Linking To2 packages