Optimal combination of composite likelihoods using approximate Bayesian computation with application to state-space models

Wentao Li, Rosabeth White, Dennis Prangle

Composite likelihood provides approximate inference when the full likelihood is intractable and sub-likelihood functions of marginal events can be evaluated relatively easily. It h…