mgc

Multiscale Graph Correlation

CRAN Package

Multiscale Graph Correlation (MGC) is a framework developed by Vogelstein et al. (2019) doi:10.7554/eLife.41690 that extends global correlation procedures to be multiscale; consequently, MGC tests typically require far fewer samples than existing methods for a wide variety of dependence structures and dimensionalities, while maintaining computational efficiency. Moreover, MGC provides a simple and elegant multiscale characterization of the potentially complex latent geometry underlying the relationship.

  • Version2.0.2
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release06/23/2020

Documentation


Team


Insights

Last 30 days

This package has been downloaded 212 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 10 times.

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

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 2,528 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 Sep 11, 2024 with 28 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
  • Reverse Imports2 packages