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).