steadyICA

ICA and Tests of Independence via Multivariate Distance Covariance

CRAN Package

Functions related to multivariate measures of independence and ICA: -estimate independent components by minimizing distance covariance; -conduct a test of mutual independence based on distance covariance; -estimate independent components via infomax (a popular method but generally performs poorer than mdcovica, ProDenICA, and/or fastICA, but is useful for comparisons); -order indepedent components by skewness; -match independent components from multiple estimates; -other functions useful in ICA.


Team


Insights

Last 30 days

This package has been downloaded 852 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 31 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
49 downloadsMar 4, 2025
30 downloadsMar 5, 2025
17 downloadsMar 6, 2025
22 downloadsMar 7, 2025
48 downloadsMar 8, 2025
5 downloadsMar 9, 2025
14 downloadsMar 10, 2025
22 downloadsMar 11, 2025
19 downloadsMar 12, 2025
60 downloadsMar 13, 2025
14 downloadsMar 14, 2025
27 downloadsMar 15, 2025
10 downloadsMar 16, 2025
33 downloadsMar 17, 2025
31 downloadsMar 18, 2025
26 downloadsMar 19, 2025
22 downloadsMar 20, 2025
27 downloadsMar 21, 2025
15 downloadsMar 22, 2025
17 downloadsMar 23, 2025
68 downloadsMar 24, 2025
32 downloadsMar 25, 2025
27 downloadsMar 26, 2025
21 downloadsMar 27, 2025
57 downloadsMar 28, 2025
9 downloadsMar 29, 2025
17 downloadsMar 30, 2025
20 downloadsMar 31, 2025
62 downloadsApr 1, 2025
31 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
5
68

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 8,401 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Nov 23, 2024 with 91 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

  • Depends4 packages
  • Suggests5 packages
  • Linking To1 package
  • Reverse Imports1 package