176 citations · 683 across the 36 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
stat.CO2018★ 18 cited
Multifidelity Approximate Bayesian Computation
Thomas P Prescott, Ruth E Baker
A vital stage in the mathematical modelling of real-world systems is to calibrate a model's parameters to observed data. Likelihood-free parameter inference methods, such as Approx…
q-bio.QM2018★ 8 cited
Uniformisation techniques for stochastic simulation of chemical reaction networks
Casper Beentjes, Ruth Baker
This work considers the method of uniformisation for continuous-time Markov chains in the context of chemical reaction networks. Previous work in the literature has shown that unif…
q-bio.QM2018★ 11 cited
Quasi-Monte Carlo methods applied to tau-leaping in stochastic biological systems
Casper H. L. Beentjes, Ruth E. Baker
Quasi-Monte Carlo methods have proven to be effective extensions of traditional Monte Carlo methods in, amongst others, problems of quadrature and the sample path simulation of sto…