48 citations · 126 across the 51 of their papers we have counts for
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stat.CO2011★ 25 cited
Markov Chain Monte Carlo Based on Deterministic Transformations
Somak Dutta, Sourabh Bhattacharya
In this article we propose a novel MCMC method based on deterministic transformations T: X x D --> X where X is the state-space and D is some set which may or may not be a subset o…
stat.CO2011
Perfect Simulation for Mixtures with Known and Unknown Number of components
Sabyasachi Mukhopadhyay, Sourabh Bhattacharya
We propose and develop a novel and effective perfect sampling methodology for simulating from posteriors corresponding to mixtures with either known (fixed) or unknown number of co…