backShift

Learning Causal Cyclic Graphs from Unknown Shift Interventions

CRAN Package

Code for 'backShift', an algorithm to estimate the connectivity matrix of a directed (possibly cyclic) graph with hidden variables. The underlying system is required to be linear and we assume that observations under different shift interventions are available. For more details, see doi:10.48550/arXiv.1506.02494.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 328 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 8 times.

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

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 3,988 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 Jul 23, 2024 with 35 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


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Dependencies

  • Imports6 packages
  • Suggests6 packages
  • Reverse Suggests1 package