CondIndTests
Nonlinear Conditional Independence Tests
Code for a variety of nonlinear conditional independence tests: Kernel conditional independence test (Zhang et al., UAI 2011, doi:10.48550/arXiv.1202.3775), Residual Prediction test (based on Shah and Buehlmann, doi:10.48550/arXiv.1511.03334), Invariant environment prediction, Invariant target prediction, Invariant residual distribution test, Invariant conditional quantile prediction (all from Heinze-Deml et al., doi:10.48550/arXiv.1706.08576).
- Version0.1.5
- R version≥ 3.1.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- CondIndTests citation info
- Last release11/12/2019
Team
Christina Heinze-Deml
Jonas Peters
Show author detailsRolesAuthorAsbjoern Marco Sinius Munk
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 233 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 27 times.
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 2,935 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 Dec 02, 2024 with 37 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.
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Dependencies
- Imports10 packages
- Suggests1 package
- Reverse Imports1 package