Component-wise approximate Bayesian computation via Gibbs-like steps

Grégoire Clarté, Christian P. Robert, Robin Ryder +1

Approximate Bayesian computation methods are useful for generative models with intractable likelihoods. These methods are however sensitive to the dimension of the parameter space,…