Closed-form likelihoods for Arnason–Schwarz models

We provide a general framework for the computationally efficient analysis, both Bayesian and classical, of integrated multi-site recovery/recapture models in the presence of individual-level covariates by extending the basic Arnason– Schwarz models and deriving closed-form likelihood expressions, together with corresponding sufficient statistics.