nonlinearICP

Invariant Causal Prediction for Nonlinear Models

CRAN Package

Performs 'nonlinear Invariant Causal Prediction' to estimate the causal parents of a given target variable from data collected in different experimental or environmental conditions, extending 'Invariant Causal Prediction' from Peters, Buehlmann and Meinshausen (2016), doi:10.48550/arXiv.1501.01332, to nonlinear settings. For more details, see C. Heinze-Deml, J. Peters and N. Meinshausen: 'Invariant Causal Prediction for Nonlinear Models', doi:10.48550/arXiv.1706.08576.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 163 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 7 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
5 downloadsMar 15, 2025
2 downloadsMar 16, 2025
2 downloadsMar 17, 2025
5 downloadsMar 18, 2025
6 downloadsMar 19, 2025
7 downloadsMar 20, 2025
9 downloadsMar 21, 2025
6 downloadsMar 22, 2025
3 downloadsMar 23, 2025
9 downloadsMar 24, 2025
5 downloadsMar 25, 2025
4 downloadsMar 26, 2025
3 downloadsMar 27, 2025
4 downloadsMar 28, 2025
7 downloadsMar 29, 2025
5 downloadsMar 30, 2025
3 downloadsMar 31, 2025
2 downloadsApr 1, 2025
3 downloadsApr 2, 2025
1 downloadsApr 3, 2025
5 downloadsApr 4, 2025
3 downloadsApr 5, 2025
7 downloadsApr 6, 2025
11 downloadsApr 7, 2025
4 downloadsApr 8, 2025
3 downloadsApr 9, 2025
3 downloadsApr 10, 2025
9 downloadsApr 11, 2025
20 downloadsApr 12, 2025
7 downloadsApr 13, 2025
0 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
1
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 2,083 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 21, 2024 with 69 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

  • Imports4 packages
  • Suggests1 package