bayesmith.dispatch.preflight

Source-derived signatures and contracts. See the reference index for coverage and conventions.

Bounded, explicit pre-sampling findings; diagnostics never choose a prior.

likelihood_information(graph, names, values)

Expected Fisher of direct Gaussian, Bernoulli or fixed-cutoff Pareto data.

Gaussian information includes covariance derivatives using JeffreysPrior's
implementation, without requiring the user to remove their chosen prior.
Bernoulli information uses differentiated logits and an analytic expectation;
it is not the observed-data Hessian for an arbitrary nonlinear logit.
Latent density factors and marginal hierarchical information are excluded.

analyze_preflight(runtime, task)

Diagnostic scheduling is once per plan, and every skipped check is filed.