Identification-aware Markov chain Monte Carlo

Toru Kitagawa, Yizhou Kuang

Leaving posterior sensitivity concerns aside, non-identifiability of the parameters does not raise a difficulty for Bayesian inference as far as the posterior is proper, but multi-…