Estimating causal structure using conditional DAG models

Chris J. Oates, Jim Q. Smith, Sach Mukherjee

This paper considers inference of causal structure in a class of graphical models called "conditional DAGs". These are directed acyclic graph (DAG) models with two kinds of variabl…