102 citations · 277 across the 26 of their papers we have counts for
4 papers · 1 filter
Beyond expected values: Making environmental decisions using value of information analysis when measurement outcome matters
Morenikeji D. Akinlotan, David J. Warne, Kate J. Helmstedt +5
In ecological and environmental contexts, management actions must sometimes be chosen urgently. Value of information (VoI) analysis provides a quantitative toolkit for projecting t…
Communicating uncertainty in Indigenous sea Country monitoring with Bayesian statistics: towards more informed decision-making
Katherine Cure, Diego R Barneche, Martial Depczynski +14
First Nations Australians have a cultural obligation to look after land and sea Country, and Indigenous-partnered science is beginning to drive socially inclusive initiatives in co…
Generalised likelihood profiles for models with intractable likelihoods
David J. Warne, Oliver J. Maclaren, Elliot J. Carr +2
Likelihood profiling is an efficient and powerful frequentist approach for parameter estimation, uncertainty quantification and practical identifiablity analysis. Unfortunately, th…
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
Ryan P. Kelly, David J. Nott, David T. Frazier +2
Simulation-based inference techniques are indispensable for parameter estimation of mechanistic and simulable models with intractable likelihoods. While traditional statistical app…