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CondIndTests
View on CRAN: Click
here
Download and install CondIndTests package within the R console
Install from CRAN:
install.packages("CondIndTests")
Install from Github:
library("remotes")
install_github("cran/CondIndTests")
Install by package version:
library("remotes")
install_version("CondIndTests", "0.1.5")
Attach the package and use:
library("CondIndTests")
Maintained by
Christina Heinze-Deml
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.CondIndTests . https://github.com/christinaheinze/nonlinearICP-and-CondIndTests/issues . https://github.com/christinaheinze/nonlinearICP-and-CondIndTests . CondIndTests citation info . CondIndTests results . CondIndTests.pdf . CondIndTests_0.1.5.tar.gz . CondIndTests_0.1.5.zip . CondIndTests_0.1.5.zip . CondIndTests_0.1.5.zip . CondIndTests_0.1.5.tgz . CondIndTests_0.1.5.tgz . CondIndTests_0.1.5.tgz . CondIndTests_0.1.5.tgz . CondIndTests_0.1.5.tgz . CondIndTests_0.1.5.tgz . CondIndTests archive . https://CRAN.R-project.org/package=CondIndTests .
First Published: 2017-06-29
Latest Update: 2019-11-12
Description:
Code for a variety of nonlinear conditional independence tests:
Kernel conditional independence test (Zhang et al., UAI 2011, ),
Residual Prediction test (based on Shah and Buehlmann, ),
Invariant environment prediction,
Invariant target prediction,
Invariant residual distribution test,
Invariant conditional quantile prediction (all from Heinze-Deml et al., ).
How to cite:
Christina Heinze-Deml (2017). CondIndTests: Nonlinear Conditional Independence Tests. R package version 0.1.5, https://cran.r-project.org/web/packages/CondIndTests. Accessed 29 Mar. 2025.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for CondIndTests
Functions, R codes and Examples using
the CondIndTests R package
Some associated functions: CondIndTest . InvariantConditionalQuantilePrediction . InvariantEnvironmentPrediction . InvariantResidualDistributionTest . InvariantTargetPrediction . KCI . ResidualPredictionTest . fTestTargetY . fishersTestExceedance . ksResidualDistributions . leveneAndWilcoxResidualDistributions . propTestTargetE . wilcoxTestTargetY .
Some associated R codes: CondIndTest.R . InvariantConditionalQuantilePrediction.R . InvariantEnvironmentPrediction.R . InvariantResidualDistributionTest.R . InvariantTargetPrediction.R . KCI.R . ResidualPredictionTest.R . computeBasis.R . covariance.R . dist2.R . fTestTargetY.R . fishersTestExceedance.R . gamResidualDistributions.R . gamTargetY.R . getgam.R . gpreg.R . helper_fcts.R . kernel.R . ksResidualDistributions.R . leveneAndWilcoxResidualDistributions.R . propTestTargetE.R . rfResidualDistributions.R . rfTargetY.R . wilcoxTestTargetY.R . Full CondIndTests package functions and examples
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