most citedEcological non-linear state space model selection via adaptive particle Markov chain Monte Carlo (AdPMCMC)

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stat.ME2010★ 29 cited

Ecological non-linear state space model selection via adaptive particle Markov chain Monte Carlo (AdPMCMC)

Gareth W. Peters, Geoff R. Hosack, Keith R. Hayes

We develop a novel advanced Particle Markov chain Monte Carlo algorithm that is capable of sampling from the posterior distribution of non-linear state space models for both the un…