Ben Lambert

activity

20182022

most citedModel Evidence with Fast Tree Based Quadrature

5 citations · 8 across the 2 of their papers we have counts for

collaborators

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3 papers · 1 filter

stat.ME2022

Autocorrelated measurement processes and inference for ordinary differential equation models of biological systems

Ben Lambert, Chon Lok Lei, Martin Robinson +5

Ordinary differential equation models are used to describe dynamic processes across biology. To perform likelihood-based parameter inference on these models, it is necessary to spe…

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…

Autocorrelated measurement processes and inference for ordinary differential equation models of biological systems

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