Author

D. J. Warne

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Preprint Sep 2026

Flexible Transformations for Bayesian Score Calibration

Two flexible transformations for use in the Bayesian score calibration framework are developed, including a polynomial extension and a sequential application of Bayesian score calibration, which can accommodate approximate models with posteriors that have low support for the true parameter values.

Adam Bretherton, Joshua J. Bon, D. J. Warne et al. · 0 citations

Open access Aug 2026

Simulation and inference methods for non-Markovian stochastic reaction networks

This work develops efficient stochastic simulation algorithms for well-mixed non-Markovian stochastic reaction networks with stochastic delays that depend on system state and time and introduces a coupling scheme to generate exact non-Markovian sample paths that are positively correlated to an approximate non-Markovian...

Thomas P. Steele, D. J. Warne · PLoS Computational Biology · 0 citations