Proposes adaptive multiple importance sampling for robust Bayesian model evidence estimation under parameter non-identifiability, shown to outperform deterministic methods on ecological case studies while being cheaper than MCMC.
Archive for Rational Mechanics and Analysis , volume =
2 Pith papers cite this work. Polarity classification is still indexing.
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Derives global stability conditions for coexistence equilibria in generalized additional food predator-prey models, demonstrates codim-3 BT bifurcation in Holling IV variant, and shows via CRNT that additional food increases deficiency with possible link to complex bifurcations.
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Reliable model selection in the presence of parameter non-identifiability
Proposes adaptive multiple importance sampling for robust Bayesian model evidence estimation under parameter non-identifiability, shown to outperform deterministic methods on ecological case studies while being cheaper than MCMC.
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An Investigation of Additional Food Models with Generalised Functional Response
Derives global stability conditions for coexistence equilibria in generalized additional food predator-prey models, demonstrates codim-3 BT bifurcation in Holling IV variant, and shows via CRNT that additional food increases deficiency with possible link to complex bifurcations.