Perturbations of Markov Chains

D Rudolf, A Smith, M Quiroz - arXiv preprint arXiv:2404.10251, 2024 - arxiv.org
This chapter surveys progress on three related topics in perturbations of Markov chains: the
motivating question of when and how" perturbed" MCMC chains are developed, the …

Sampling using adaptive regenerative processes

H McKimm, A Wang, M Pollock, C Robert, G Roberts - Bernoulli, 2025 - projecteuclid.org
The supplementary material (McKimm et al., 2024) provides: a discussion of the output of
Restore samplers, details of how to make a pre-transformation π, information on the Logistic …