Skip to content

dag_posterior

Suite path: conformance/bayesian/dag_posterior

Exact DAG posterior enumeration and structure/order MCMC on small Gaussian SEMs. Facade composition: discovery=ExactDagPosterior|OrderMcmc|StructureMcmc|CiScreenedPosterior + inference=Bayesian mixes effect draws via aggregate_effect_envelope (Python analyze); temporal analog uses discovery=DbnPosterior with PulseEffect/SustainedEffect.

Exercised by antecedent-discovery unit tests: exact_enumeration, structure_mcmc, order_mcmc, ci_screened_posterior, dbn_posterior; facade: bayesian_exact_dag_posterior_effect_envelope, manufacturing_dbn_posterior_bayesian_envelope, Python test_graph_posterior_analyze.

Expected summary

Top-level keys: chain_fixture, collider_fixture, dbn_lag1_fixture, engines, exact_max_nodes, reference, score_family, tolerance_class (8 fields).