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Covariance Measure Tests for Conditional Independence

CRAN Package

Covariance measure tests for conditional independence testing against conditional covariance and nonlinear conditional mean alternatives. The package implements versions of the generalised covariance measure test (Shah and Peters, 2020, doi:10.1214/19-aos1857) and projected covariance measure test (Lundborg et al., 2023, doi:10.1214/24-AOS2447). The tram-GCM test, for censored responses, is implemented including the Cox model and survival forests (Kook et al., 2024, doi:10.1080/01621459.2024.2395588). Application examples to variable significance testing and modality selection can be found in Kook and Lundborg (2024, doi:10.1093/bib/bbae475).

  • Version0.1-1
  • R versionR (≥ 4.2.0)
  • LicenseGPL-3
  • Needs compilation?No
  • Last release01/31/2025

Team


Insights

Last 30 days

This package has been downloaded 176 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

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

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 2,821 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 08, 2024 with 46 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

  • Imports5 packages
  • Suggests5 packages