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Mutation and selection in bacteria: modelling and calibration (2018)
Journal Article
Bayliss, C., Fallaize, C., Howitt, R., & Tretyakov, M. (2018). Mutation and selection in bacteria: modelling and calibration. Bulletin of Mathematical Biology, doi:10.1007/s11538-018-0529-9

Temporal evolution of a clonal bacterial population is modelled taking into account reversible mutation and selection mechanisms. For the mutation model, an efficient algorithm is proposed to verify whether experimental data can be explained by this... Read More

Exact Bayesian inference for the Bingham distribution (2016)
Journal Article
Fallaize, C. J., & Kypraios, T. (in press). Exact Bayesian inference for the Bingham distribution. Statistics and Computing, 26(1), doi:10.1007/s11222-014-9508-7. ISSN 0960-3174

This paper is concerned with making Bayesian inference from data that are assumed to be drawn from a Bingham distribution. A barrier to the Bayesian approach is the parameter-dependent normalising constant of the Bingham distribution, which, even whe... Read More