CompareCausalNetworks

Interface to Diverse Estimation Methods of Causal Networks

CRAN Package

Unified interface for the estimation of causal networks, including the methods 'backShift' (from package 'backShift'), 'bivariateANM' (bivariate additive noise model), 'bivariateCAM' (bivariate causal additive model), 'CAM' (causal additive model) (from package 'CAM'; the package is temporarily unavailable on the CRAN repository; formerly available versions can be obtained from the archive), 'hiddenICP' (invariant causal prediction with hidden variables), 'ICP' (invariant causal prediction) (from package 'InvariantCausalPrediction'), 'GES' (greedy equivalence search), 'GIES' (greedy interventional equivalence search), 'LINGAM', 'PC' (PC Algorithm), 'FCI' (fast causal inference), 'RFCI' (really fast causal inference) (all from package 'pcalg') and regression.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 364 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 9 times.

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

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 4,843 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 47 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

  • Imports3 packages
  • Suggests11 packages
  • Reverse Imports1 package