Second-order perturbation bounds for Gibbs samplers under strong spatial mixing

Na Lin, Aaron Smith, Yiqiang Q. Zhao

The basic question in perturbation analysis of Markov chains is how small changes in their transition kernels affect their stationary distributions. Classical perturbation bounds t…