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The Hamming Ball Sampler

Titsias, MK; Yau, C

Yau, C (reprint author), Univ Oxford, Wellcome Trust Ctr Human Genet, Roosevelt Dr, Oxford OX3 7BN, England.; Yau, C (reprint author), Univ Oxford, Dept Stat, 1 South Parks Rd, Oxford OX1 3TG, England.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2017; 112 (520): 1598

Abstract

We introduce the Hamming ball sampler, a novel Markov chain Monte Carlo algorithm, for efficient inference in statistical models involving high-dimens......

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