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stat.ME2021
Bayesian Fusion: Scalable unification of distributed statistical analyses
Hongsheng Dai, Murray Pollock, Gareth Roberts
There has recently been considerable interest in addressing the problem of unifying distributed statistical analyses into a single coherent inference. This problem naturally arises…
stat.ME2019★ 17 cited
Monte Carlo Fusion
Hongsheng Dai, Murray Pollock, Gareth Roberts
This paper proposes a new theory and methodology to tackle the problem of unifying distributed analyses and inferences on shared parameters from multiple sources, into a single coh…