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:

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