Algebraic Geometrical Analysis of Metropolis Algorithm When Parameters Are Non-identifiable

Kenji Nagata, Yoh-ichi Mototake

The Metropolis algorithm is one of the Markov chain Monte Carlo (MCMC) methods that realize sampling from the target probability distribution. In this paper, we are concerned with…