10 citations · 25 across the 14 of their papers we have counts for
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stat.CO2012★ 4 cited
Approximate Bayesian Computation for Smoothing
James S. Martin, Ajay Jasra, Sumeetpal S. Singh +2
We consider a method for approximate inference in hidden Markov models (HMMs). The method circumvents the need to evaluate conditional densities of observations given the hidden st…
stat.ME2012
Inference for a Class of Partially Observed Point Process Models
James S. Martin, Ajay Jasra, Emma McCoy
This paper presents a simulation-based framework for sequential inference from partially and discretely observed point process (PP's) models with static parameters. Taking on a Bay…