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
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- Imports10 packages
- Suggests1 package
- Reverse Imports1 package