48 citations · 126 across the 51 of their papers we have counts for
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stat.CO2014
A Brief Review of Optimal Scaling of the Main MCMC Approaches and Optimal Scaling of Additive TMCMC Under Non-Regular Cases
Kushal Kr Dey, Sourabh Bhattacharya
Very recently, Transformation based Markov Chain Monte Carlo (TMCMC) was proposed by Dutta and Bhattcharya (2013) as a much efficient alternative to the Metropolis-Hastings algorit…
stat.CO2014
Transdimensional Transformation based Markov Chain Monte Carlo
Moumita Das, Sourabh Bhattacharya
In this article, we propose a novel and general dimension-hopping MCMC methodology that can update all the parameters as well as the number of parameters simultaneously using simpl…