Chain graph interpretations and their relations revisited
We review how concepts regarding independence models have been extended from Bayesian networks to different chain graph (CG) interpretations. Moreover, we identify when concepts have not been extended to some CG interpretation and contribute within these areas. The concepts we cover are unique representations, feasible splits and mergings, translations between CG interpretations and Meek's conjecture.
chain graphs lauritzenwermuthfrydenberg interpretation anderssonmadiganperlman interpretation multivariate regression interpretation