Bayesian nonparametric analysis of reversible Markov chains

Sergio Bacallado, Stefano Favaro, Lorenzo Trippa

We introduce a three-parameter random walk with reinforcement, called the $(\theta ,\alpha ,\beta )$ scheme, which generalizes the linearly edge reinforced random walk to uncountable spaces. The pa…