propTestTargetE

Predictions for E based on predictors in X only.

predictedOnlyX

Predictions for E based on predictors in X and Y.

predictedXY

Set to <code>TRUE</code> if output should be printed.

verbose

Used as a subroutine in <code>InvariantEnvironmentPrediction</code> to test
whether out-of-sample performance is better when using X and Y as predictors for E,
compared to using X only.

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>).

propTestTargetE: Proportion test to compare two misclassification rates.

Description

Usage

Arguments

Value