Invariant Causal Prediction for Nonlinear Models

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Documentation for package ‘nonlinearICP’ version 0.1.2.1

• DESCRIPTION file.

Help Pages

nonlinearICP	Nonlinear Invariant Causal Prediction
simData	Example dataset for tests
summary.nonlinICP.class	summary function
varSelectionRF	Variable selection function that can be provided to 'nonlinearICP' - it is then applied to pre-select a set of variables before running the ICP procedure on this subset. Here, the variable selection is based on random forest variable importance measures.