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Computing return times or return periods with rare event algorithms
The average time between two occurrences of the same event, referred to as its return time
(or return period), is a useful statistical concept for practical applications. For instance …
(or return period), is a useful statistical concept for practical applications. For instance …
On the asymptotic normality of adaptive multilevel splitting
Adaptive multilevel splitting (AMS) is a generic Monte Carlo method for Markov processes
that simulates rare events and estimates associated probabilities. Despite its practical …
that simulates rare events and estimates associated probabilities. Despite its practical …
A central limit theorem for Fleming–Viot particle systems
Fleming–Viot type particle systems represent a classical way to approximate the distribution
of a Markov process with killing, given that it is still alive at a final deterministic time. In this …
of a Markov process with killing, given that it is still alive at a final deterministic time. In this …
Convergence of the Fleming-Viot process toward the minimal quasi-stationary distribution
N Champagnat, D Villemonais - arxiv preprint arxiv:1810.06849, 2018 - arxiv.org
We prove under mild conditions that the Fleming-Viot process selects the minimal quasi-
stationary distribution for Markov processes with soft killing on non-compact state spaces …
stationary distribution for Markov processes with soft killing on non-compact state spaces …
Higher order fluctuation expansions for nonlinear stochastic heat equations in singular limits
Higher order fluctuation expansions for stochastic heat equations (SHE) with nonlinear, non-
conservative and conservative noise are obtained. These Edgeworth-type expansions …
conservative and conservative noise are obtained. These Edgeworth-type expansions …
Convergence of a particle approximation for the quasi-stationary distribution of a diffusion process: Uniform estimates in a compact soft case
L Journel, P Monmarché - ESAIM: Probability and Statistics, 2022 - esaim-ps.org
We establish the convergences (with respect to the simulation time t; the number of particles
N; the timestep γ) of a Moran/Fleming-Viot type particle scheme toward the quasi-stationary …
N; the timestep γ) of a Moran/Fleming-Viot type particle scheme toward the quasi-stationary …
[HTML][HTML] Limit theorems for cloning algorithms
Large deviations for additive path functionals of stochastic processes have attracted
significant research interest, in particular in the context of stochastic particle systems and …
significant research interest, in particular in the context of stochastic particle systems and …
Uniform in time propagation of chaos for a Moran model
This article studies the limit of the empirical distribution induced by a mutation-selection multi-
allelic Moran model. Our results include a uniform in time bound for the propagation of …
allelic Moran model. Our results include a uniform in time bound for the propagation of …
Central Limit Theorem for stationary Fleming--Viot particle systems in finite spaces
We consider the Fleming--Viot particle system associated with a continuous-time Markov
chain in a finite space. Assuming irreducibility, it is known that the particle system possesses …
chain in a finite space. Assuming irreducibility, it is known that the particle system possesses …
Binary branching processes with Moran type interactions
The aim of this paper is to study the large population limit of a binary branching particle
system with Moran type interactions: we introduce a new model where particles evolve …
system with Moran type interactions: we introduce a new model where particles evolve …