The Causal Rule Ensemble Method
Two R code files are currently available (2021/05/10).
- causal_rulefit_functions.R contains the basic functions to run R codes.
- rcode_v0.R contains the Rcode for the discovery step.
In addition, "simulated_dataset.csv" is available to run "rcode_v0.R" to demonstrate the CRE method.
Both LASSO and Stability Selection are used to find causal rules from the simulated dataset.