The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

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>).

Version: 0.1.5
Depends: R (≥ 3.1.0)
Imports: methods, randomForest, quantregForest, lawstat, RPtests, caTools, mgcv, MASS, kernlab, pracma, mize
Suggests: testthat
Published: 2019-11-12
DOI: 10.32614/CRAN.package.CondIndTests
Author: Christina Heinze-Deml, Jonas Peters, Asbjoern Marco Sinius Munk
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

Documentation:

Reference manual: CondIndTests.pdf

Downloads:

Package source: CondIndTests_0.1.5.tar.gz
Windows binaries: r-devel: CondIndTests_0.1.5.zip, r-release: CondIndTests_0.1.5.zip, r-oldrel: CondIndTests_0.1.5.zip
macOS binaries: r-release (arm64): CondIndTests_0.1.5.tgz, r-oldrel (arm64): CondIndTests_0.1.5.tgz, r-release (x86_64): CondIndTests_0.1.5.tgz, r-oldrel (x86_64): CondIndTests_0.1.5.tgz
Old sources: CondIndTests archive

Reverse dependencies:

Reverse imports: nonlinearICP

Linking:

Please use the canonical form https://CRAN.R-project.org/package=CondIndTests to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.