Zobrazeno 1 - 10
of 149
pro vyhledávání: '"Golightly, Andrew"'
Epidemics are inherently stochastic, and stochastic models provide an appropriate way to describe and analyse such phenomena. Given temporal incidence data consisting of, for example, the number of new infections or removals in a given time window, a
Externí odkaz:
http://arxiv.org/abs/2405.13537
We develop a Bayesian inference method for discretely-observed stochastic differential equations (SDEs). Inference is challenging for most SDEs, due to the analytical intractability of the likelihood function. Nevertheless, forward simulation via num
Externí odkaz:
http://arxiv.org/abs/2310.10329
Improving road safety is hugely important with the number of deaths on the world's roads remaining unacceptably high; an estimated 1.35 million people die each year as a result of road traffic collisions (WHO, 2020). Current practice for treating col
Externí odkaz:
http://arxiv.org/abs/2306.05925
Autor:
Golightly, Andrew, Wadkin, Laura E., Whitaker, Sam A., Baggaley, Andrew W., Parker, Nick G., Kypraios, Theodore
We consider the case of performing Bayesian inference for stochastic epidemic compartment models, using incomplete time course data consisting of incidence counts that are either the number of new infections or removals in time intervals of fixed len
Externí odkaz:
http://arxiv.org/abs/2303.15371
Improving road safety is hugely important with the number of deaths on the world's roads remaining unacceptably high; an estimated 1.35 million people die each year (WHO, 2020). Current practice for treating collision hotspots is almost always reacti
Externí odkaz:
http://arxiv.org/abs/2302.00342
Stochastic kinetic models (SKMs) are increasingly used to account for the inherent stochasticity exhibited by interacting populations of species in areas such as epidemiology, population ecology and systems biology. Species numbers are modelled using
Externí odkaz:
http://arxiv.org/abs/2206.02644
Publikováno v:
In Journal of Computational Science August 2024 80
Autor:
Hannaford, Naomi E., Heaps, Sarah E., Nye, Tom M. W., Curtis, Thomas P., Allen, Ben, Golightly, Andrew, Wilkinson, Darren J.
Proper function of a wastewater treatment plant (WWTP) relies on maintaining a delicate balance between a multitude of competing microorganisms. Gaining a detailed understanding of the complex network of interactions therein is essential to maximisin
Externí odkaz:
http://arxiv.org/abs/2107.00502
Autor:
Wadkin, Laura E., Holden, John, Ettelaie, Rammile, Holmes, Melvin J., Smith, James, Golightly, Andrew, Parker, Nick G., Baggaley, Andrew W.
Publikováno v:
In Ecological Modelling March 2024 489
Autor:
Fisher, Holly F., Boys, Richard J., Gillespie, Colin S., Proctor, Carole J., Golightly, Andrew
The presence of protein aggregates in cells is a known feature of many human age-related diseases, such as Huntington's disease. Simulations using fixed parameter values in a model of the dynamic evolution of expanded polyglutamine (PolyQ) proteins i
Externí odkaz:
http://arxiv.org/abs/2009.07594