32 citations · 123 across the 25 of their papers we have counts for
4 papers · 1 filter
Asymptotic guarantees for Bayesian phylogenetic tree reconstruction
Alisa Kirichenko, Luke J. Kelly, Jere Koskela
We derive tractable criteria for the consistency of Bayesian tree reconstruction procedures, which constitute a central class of algorithms for inferring common ancestry among DNA…
Large-sample analysis of cost functionals for inference under the coalescent
Martina Favero, Jere Koskela
The coalescent is a foundational model of latent genealogical trees under neutral evolution, but suffers from intractable sampling probabilities. Methods for approximating these sa…
Asymptotic genealogies of interacting particle systems with an application to sequential Monte Carlo
Jere Koskela, Paul A. Jenkins, Adam M. Johansen +1
We study weighted particle systems in which new generations are resampled from current particles with probabilities proportional to their weights. This covers a broad class of sequ…
Consistency of Bayesian nonparametric inference for discretely observed jump diffusions
Jere Koskela, Dario Spano, Paul A. Jenkins
We introduce verifiable criteria for weak posterior consistency of identifiable Bayesian nonparametric inference for jump diffusions with unit diffusion coefficient and uniformly L…