cocotest

Dependence Condition Test Using Ranked Correlation Coefficients

CRAN Package

A common misconception is that the Hochberg procedure comes up with adequate overall type I error control when test statistics are positively correlated. However, unless the test statistics follow some standard distributions, the Hochberg procedure requires a more stringent positive dependence assumption, beyond mere positive correlation, to ensure valid overall type I error control. To fill this gap, we formulate statistical tests grounded in rank correlation coefficients to validate fulfillment of the positive dependence through stochastic ordering (PDS) condition. See Gou, J., Wu, K. and Chen, O. Y. (2024). Rank correlation coefficient based tests on positive dependence through stochastic ordering with application in cancer studies, Technical Report.

  • Version1.0.3
  • R version≥ 4.2.0
  • LicenseGPL-3
  • Needs compilation?No
  • Last release01/10/2024

Team


Insights

Last 30 days

This package has been downloaded 165 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 12 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
11 downloadsFeb 12, 2025
8 downloadsFeb 13, 2025
2 downloadsFeb 14, 2025
3 downloadsFeb 15, 2025
17 downloadsFeb 16, 2025
2 downloadsFeb 17, 2025
2 downloadsFeb 18, 2025
11 downloadsFeb 19, 2025
10 downloadsFeb 20, 2025
5 downloadsFeb 21, 2025
2 downloadsFeb 22, 2025
3 downloadsFeb 23, 2025
4 downloadsFeb 24, 2025
3 downloadsFeb 25, 2025
4 downloadsFeb 26, 2025
5 downloadsFeb 27, 2025
3 downloadsFeb 28, 2025
3 downloadsMar 1, 2025
2 downloadsMar 2, 2025
2 downloadsMar 3, 2025
12 downloadsMar 4, 2025
4 downloadsMar 5, 2025
2 downloadsMar 6, 2025
10 downloadsMar 7, 2025
2 downloadsMar 8, 2025
1 downloadsMar 9, 2025
4 downloadsMar 10, 2025
8 downloadsMar 11, 2025
8 downloadsMar 12, 2025
12 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 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 1,730 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 Jul 21, 2024 with 66 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

  • Imports1 package