Ben Lambert

activity

20182023

most citedModel Evidence with Fast Tree Based Quadrature

5 citations · 8 across the 3 of their papers we have counts for

collaborators

Showing 2020 · stat.MEShow all

2 papers · 2 filters

stat.ME2020★ 3 cited

Using flexible noise models to avoid noise model misspecification in inference of differential equation time series models

Richard Creswell, Ben Lambert, Chon Lok Lei +2

When modelling time series, it is common to decompose observed variation into a "signal" process, the process of interest, and "noise", representing nuisance factors that obfuscate…

stat.ME2020

$R^{*}$ : A robust MCMC convergence diagnostic with uncertainty using decision tree classifiers

Ben Lambert, Aki Vehtari

Markov chain Monte Carlo (MCMC) has transformed Bayesian model inference over the past three decades: mainly because of this, Bayesian inference is now a workhorse of applied scien…

Using flexible noise models to avoid noise model misspecification in inference of differential equation time series models

R∗: A robust MCMC convergence diagnostic with uncertainty using decision tree classifiers

$R^{*}$ : A robust MCMC convergence diagnostic with uncertainty using decision tree classifiers