Learning marginal AMP chain graphs under faithfulness revisited
We present a constraint based algorithm for learning MAMP chain graphs. The algorithm assumes faithfulness. The MAMP chain graph learned is a distinguished member of its equivalence class. We show that the extension of Meek's conjecture to MAMP chain graphs does not hold.
amp chain graphs chain graphs mvr chain graphs structure learning