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A cautionary tale on the efficiency of some adaptive Monte Carlo Schemes
Monte Carlo methods Adaptive MCMC Equi-Energy sampler Martingale approximation Central limit theorems Importance resampling
2010/3/17
There is a growing interest in the literature for adaptive Markov Chain Monte
Carlo methods based on sequences of random transition kernels {Pn} where the kernel Pn
is allowed to have an invariant d...