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stat.CO2016
A hybrid adaptive MCMC algorithm in function spaces
Qingping Zhou, Zixi Hu, Zhewei Yao +1
The preconditioned Crank-Nicolson (pCN) method is a Markov Chain Monte Carlo (MCMC) scheme, specifically designed to perform Bayesian inferences in function spaces. Unlike many sta…
stat.CO2015★ 2 cited
On an adaptive preconditioned Crank-Nicolson MCMC algorithm for infinite dimensional Bayesian inferences
Zixi Hu, Zhewei Yao, Jinglai Li
Many scientific and engineering problems require to perform Bayesian inferences for unknowns of infinite dimension. In such problems, many standard Markov Chain Monte Carlo (MCMC)…