Staff Profile
Dr Stephen Johnson
Research Associate
- Email: stephen.johnson1@ncl.ac.uk
- Address: School of Mathematics, Statistics & Physics,
Herschel Building,
Newcastle University,
Newcastle upon Tyne,
NE1 7RU
Background
Research Associate working on high dimensional spatio-temporal models for rainfall with application to real-time flood prediction. Previously a PhD student at Newcastle University working on Bayesian analysis of Ranked data.Research
Research Interests
- Spatio-temporal modelling
- Computational Bayesian methods
- Ranked data
- Dirichlet processes
- Mixture models
- Ensemble Kalman Filter
Teaching
- MAS8380: Mathematics and Statistics for computer scientists (2017-18)
- CSC8622: Programming for big data (2017-18)
- MAS2606: Computing for Mathematics and Statistics (2016-17)
Publications
- Johnson SR, Henderson DA, Boys RJ. Revealing Subgroup Structure in Ranked Data Using a Bayesian WAND. Journal of the American Statistical Association 2019, (ePub ahead of Print).