Code for a variety of nonlinear conditional independence tests: Kernel conditional independence test (Zhang et al., UAI 2011, <arXiv:1202.3775>), Residual Prediction test (based on Shah and Buehlmann, <arXiv:1511.03334>), Invariant environment prediction, Invariant target prediction, Invariant residual distribution test, Invariant conditional quantile prediction (all from Heinze-Deml et al., <arXiv:1706.08576>).
| Version: | 0.1.4 |
| Depends: | R (≥ 3.1.0) |
| Imports: | methods, randomForest, quantregForest, lawstat, RPtests, caTools, mgcv, MASS, kernlab |
| Suggests: | testthat |
| Published: | 2018-05-07 |
| Author: | Christina Heinze-Deml, Jonas Peters |
| Maintainer: | Christina Heinze-Deml <heinzedeml at stat.math.ethz.ch> |
| BugReports: | https://github.com/christinaheinze/nonlinearICP-and-CondIndTests/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| URL: | https://github.com/christinaheinze/nonlinearICP-and-CondIndTests |
| NeedsCompilation: | no |
| Citation: | CondIndTests citation info |
| CRAN checks: | CondIndTests results |
| Reference manual: | CondIndTests.pdf |
| Package source: | CondIndTests_0.1.4.tar.gz |
| Windows binaries: | r-devel: CondIndTests_0.1.4.zip, r-release: CondIndTests_0.1.4.zip, r-oldrel: CondIndTests_0.1.4.zip |
| OS X binaries: | r-release: CondIndTests_0.1.4.tgz, r-oldrel: CondIndTests_0.1.4.tgz |
| Old sources: | CondIndTests archive |
| Reverse imports: | nonlinearICP |
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