Conditional sequential Monte Carlo in high dimensions

A Finke, AH Thiery - The Annals of Statistics, 2023 - projecteuclid.org
Section A of the supplementary material provides additional intuition for the algorithms
discussed in this work (in addition to the works cited above, this includes a link with …

Scaling limit of the Fleming–Viot multicolor process

O Tough - The Annals of Probability, 2023 - projecteuclid.org
We consider the N-particle Fleming–Viot process associated to a normally reflected diffusion
with soft catalyst killing. The Fleming–Viot multicolor process is obtained by attaching …

Genealogical processes of non-neutral population models under rapid mutation

J Koskela, PA Jenkins, AM Johansen… - arXiv preprint arXiv …, 2024 - arxiv.org
We show that genealogical trees arising from a broad class of non-neutral models of
population evolution converge to the Kingman coalescent under a suitable rescaling of time …

[HTML][HTML] Weak convergence of non-neutral genealogies to Kingman's coalescent

S Brown, PA Jenkins, AM Johansen… - Stochastic Processes and …, 2023 - Elsevier
Interacting particle systems undergoing repeated mutation and selection steps model
genetic evolution, and also describe a broad class of sequential Monte Carlo methods. The …

Asymptotic Behaviour of the Fleming-Viot Process

O Tough - 2021 - search.proquest.com
This thesis examines the Fleming-Viot process, a particle system which provides an
approximation method for killed Markov processes conditioned on survival and their quasi …

Resampling and genealogies in sequential Monte Carlo algorithms

SE Brown - 2021 - wrap.warwick.ac.uk
This thesis attempts to quantify the problem of ancestral degeneracy of sequential Monte
Carlo samples, which is known to have a critical effect on the performance of the resulting …

[PDF][PDF] ACII Short Talks

AM Johansen - 2022 - warwick.ac.uk
ACII Short Talks Page 1 ACII Short Talks Adam M. Johansen University of Warwick amjohansen@warwick.ac.uk
https://go.warwick.ac.uk/amjohansen/talks/ November 11th, 2022 Page 2 Outline ▶ SMC ▶ …

[PDF][PDF] A View from the President (continued from front cover)

A Jakubowski - bernoullisociety.org
We enter the new presidential term with a hope that the pandemic will remain under control
and all stan‑dard activities will return. We expect that the en‑ergy and the experience …