Smooth, identifiable supermodels of discrete DAG models with latent variables

Robin J. Evans, Thomas S. Richardson

We provide a parameterization of the discrete nested Markov model, which is a supermodel that approximates DAG models (Bayesian network models) with latent variables. Such models a…