25 citations · 72 across the 13 of their papers we have counts for
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stat.CO2013★ 1 cited
Supplement to "Markov Chain Monte Carlo Based on Deterministic Transformations"
Somak Dutta, Sourabh Bhattacharya
This is a supplement to the article "Markov Chain Monte Carlo Based on Deterministic Transformations" available at http://arxiv.org/abs/1106.5850
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.CO2010★ 8 cited
Multiplicative random walk Metropolis-Hastings on the real line
Somak Dutta
In this article we propose multiplication based random walk Metropolis Hastings (MH) algorithm on the real line. We call it the random dive MH (RDMH) algorithm. This algorithm, eve…