181 citations · 755 across the 107 of their papers we have counts for
4 papers · 2 filters
Marginal Likelihood Computation for Hidden Markov Models via Generalized Two-Filter Smoothing
Adam Persing, Ajay Jasra
In this note we introduce an estimate for the marginal likelihood associated to hidden Markov models (HMMs) using sequential Monte Carlo (SMC) approximations of the generalized two…
Robust model-based clustering with gene ranking
Alberto Cozzini, Ajay Jasra, Giovanni Montana
Cluster analysis of biological samples using gene expression measurements is a common task which aids the discovery of heterogeneous biological sub-populations having distinct mRNA…
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…
Some discussions of D. Fearnhead and D. Prangle's Read Paper "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation"
Christophe Andrieu, Simon Barthelme, Nicolas Chopin +11
This report is a collection of comments on the Read Paper of Fearnhead and Prangle (2011), to appear in the Journal of the Royal Statistical Society Series B, along with a reply fr…