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20152026
most citedOn the limitations of single-step drift and minorization in Markov chain convergence analysis

4 citations · 14 across the 19 of their papers we have counts for

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math.ST2024

Convergence Bounds for Monte Carlo Markov Chains

Qian Qin

This review paper, written for the second edition of the Handbook of Markov Chain Monte Carlo, provides an introduction to the study of convergence analysis for Markov chain Monte…

stat.CO2024

Multivariate strong invariance principle and uncertainty assessment for time in-homogeneous cyclic MCMC samplers

Haoxiang Li, Qian Qin

Time in-homogeneous cyclic Markov chain Monte Carlo (MCMC) samplers, including deterministic scan Gibbs samplers and Metropolis within Gibbs samplers, are extensively used for samp…