/L-MARVEL

Primary LanguageMATLABMIT LicenseMIT

L-MARVEL

Paper: Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias

LMARVEL.m : L-MARVEL Algorithm
Main.m : This file loads a dataset from a real-world structure in the presence of latent variables, and calls the LMARVEL function
Mb_TC.m: Compute the Markov boundaries using TC algorithm
CI_tests.m: Checks the conditional independencies (CI) tests for linear-Gaussian models
Learning-errors.m: Compute the accuracy of the learned graph