We propose a conjugate and conditional conjugate Bayesian analysis of models of marginal independence with a bi-directed … graph representation. We work with Markov equivalent directed acyclic graphs (DAGs) obtained using the same vertex set with …

We propose a conjugate and conditional conjugate Bayesian analysis of models of marginal independence with a bi-directed … graph representation. We work with Markov equivalent directed acyclic graphs (DAGs) obtained using the same vertex set with …

We propose a conjugate and conditional conjugate Bayesian analysis of models of marginal independence with a bi-directed … graph representation. We work with Markov equivalent directed acyclic graphs (DAGs) obtained using the same vertex set with …

are used to describe and estimate marginal associations between categorical variables. To achieve this, each bi-directed … graph is re-expressed by a Markov equivalent, over the observed margin, directed acyclic graph (DAG). This DAG equivalent …