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Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"
Correlated pseudo-marginal Metropolis-Hastings using quasi-Newton proposals
Accelerating pseudo-marginal Metropolis-Hastings by correlating auxiliary variables
Sparse Bayesian ARX models with flexible noise distributions
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