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Multivariate Permutation Tests

CRAN Package

It implements many univariate and multivariate permutation (and rotation) tests. Allowed tests: the t one and two samples, ANOVA, linear models, Chi Squared test, rank tests (i.e. Wilcoxon, Mann-Whitney, Kruskal-Wallis), Sign test and Mc Nemar. Test on Linear Models are performed also in presence of covariates (i.e. nuisance parameters). The permutation and the rotation methods to get the null distribution of the test statistics are available. It also implements methods for multiplicity control such as Westfall & Young minP procedure and Closed Testing (Marcus, 1976) and k-FWER. Moreover, it allows to test for fixed effects in mixed effects models.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 339 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 31 times.

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

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 4,388 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Feb 12, 2025 with 54 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

  • Imports4 packages
  • Reverse Imports2 packages