32 citations · 123 across the 25 of their papers we have counts for
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stat.CO2020
Simple conditions for convergence of sequential Monte Carlo genealogies with applications
Suzie Brown, Paul A. Jenkins, Adam M. Johansen +1
We present simple conditions under which the limiting genealogical process associated with a class of interacting particle systems with non-neutral selection mechanisms, as the num…
stat.CO2020★ 6 cited
Zig-zag sampling for discrete structures and non-reversible phylogenetic MCMC
Jere Koskela
We construct a zig-zag process targeting a posterior distribution defined on a hybrid state space consisting of both discrete and continuous variables. The construction does not re…
stat.CO2016★ 4 cited
Inference and rare event simulation for stopped Markov processes via reverse-time sequential Monte Carlo
Jere Koskela, Dario Spano, Paul A. Jenkins
We present a sequential Monte Carlo algorithm for Markov chain trajectories with proposals constructed in reverse time, which is advantageous when paths are conditioned to end in a…