Nonlinear Conditional Independence Tests

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Documentation for package ‘CondIndTests’ version 0.1.5

• DESCRIPTION file.

Help Pages

CondIndTest	Wrapper function for conditional independence tests.
fishersTestExceedance	Fishers test to test whether the exceedance of the conditional quantiles is independent of the categorical variable E.
fTestTargetY	F-test for a nested model comparison.
InvariantConditionalQuantilePrediction	Invariant conditional quantile prediction.
InvariantEnvironmentPrediction	Invariant environment prediction.
InvariantResidualDistributionTest	Invariant residual distribution test.
InvariantTargetPrediction	Invariant target prediction.
KCI	Kernel conditional independence test.
ksResidualDistributions	Kolmogorov-Smirnov test to compare residual distributions
leveneAndWilcoxResidualDistributions	Levene and wilcoxon test to compare first and second moments of residual distributions
propTestTargetE	Proportion test to compare two misclassification rates.
ResidualPredictionTest	Residual prediction test.
wilcoxTestTargetY	Wilcoxon test to compare two mean squared error rates.