On Disturbance State-Space Models and the Particle Marginal Metropolis-Hastings Sampler

Lawrence M. Murray, Emlyn M. Jones, John Parslow

We investigate nonlinear state-space models without a closed-form transition density, and propose reformulating such models over their latent noise variables rather than their late…