Statistics
Sheffield has a proud tradition of research and teaching in statistics (and probability), dating back to the early 1950s under Geoffrey Jowett and
Hilda Davies. In 1965 Professor Joe Gani was appointed as the first professor
and head of the new Department of Probability and Statistics which separated from
the Mathematics Departments. He established an MSc course and PhD programme
which have now developed into two MSc courses and a large PhD group covering
a wide range of areas including many joint projects with other university departments.
Our research interests include: experimental design; genetic epidemiology; nonparametric regression; medical statistics and surveillance methods; theory and applications of Bayesian statistics, with particular interests in archaeology, ecology, health economics, time series analysis, prior elicitation, and analysing uncertainty in complex computer models. Linked with the group is the Statistical Services Unit, which provides a comprehensive range of services to industry, commerce and the public services, including consultancy, courses and the development of computer software.
Applications to study for a PhD are welcome at any time. Please click on the staff member links to find out about the research interests of potential supervisors.
Our research interests include: experimental design; genetic epidemiology; nonparametric regression; medical statistics and surveillance methods; theory and applications of Bayesian statistics, with particular interests in archaeology, ecology, health economics, time series analysis, prior elicitation, and analysing uncertainty in complex computer models. Linked with the group is the Statistical Services Unit, which provides a comprehensive range of services to industry, commerce and the public services, including consultancy, courses and the development of computer software.
Applications to study for a PhD are welcome at any time. Please click on the staff member links to find out about the research interests of potential supervisors.
Members
Academic staff | |||||
---|---|---|---|---|---|
Name | Office | Phone | VCard | ||
Prof Paul Blackwell | I7 | 23719 | P.Blackwell | vcard | Bayesian statistics; inference for random processes; statistical ecology; environmental and archaeological applications |
Prof Caitlin Buck | I23 | 23715 | C.E.Buck | vcard | Applications of Bayesian statistics to archaeology, palaeo-environmental science and scientific dating methods |
Dr Nic Freeman | I20 | 23724 | N.P.Freeman | vcard | Probability, stochastic processes, random geometry, fractals, population genetics |
Dr Jill Johnson | I11 | Jill.Johnson | vcard | Uncertainty quantification for computer models; Surrogate modelling (emulation); Model-observation comparison (history matching). | |
Dr Miguel Juarez | I.13 | 23908 | M.Juarez | vcard | Bayesian hierarchical models, panel and longitudinal data, SR imagining, augmented clinical trials |
Prof Jeremy Oakley | I16 | 23853 | J.Oakley | vcard | Bayesian statistics; eliciting probability distributions; health economics; uncertainty quantification for complex computer models |
Dr Eleanor Stillman | I17 | 23811 | E.C.Stillman | vcard | Application of statistics to geology and materials science |
Dr Kostas Triantafyllopoulos | I10 | 23741 | K.Triantafyllopoulos | vcard | Bayesian analysis of time series |
Dr Kevin Walters | I22a | 23720 | K.Walters | vcard | Genetic epidemiology and statistical genetics |
Research associates | |||||
---|---|---|---|---|---|
Name | Office | Phone | VCard | ||
Dr Dimitrios Kiagias | G39b | D.Kiagias | vcard |
Postgraduate students | |||||
---|---|---|---|---|---|
Name | Office | Phone | VCard | ||
Eloise Bray | EBray1 | vcard | |||
Mr Jeremy Colman | JGColman1 | vcard | |||
Mrs Yeny Franty | I6b | YKFranty1 | vcard | ||
Adam Gothorp | G36 | AGothorp1 | vcard | ||
Dominic Grainger | DPDGrainger1 | vcard | |||
Bryony Moody | I06b | BCMoody1 | vcard | Bayesian statistics, statistical applications in archaeology | |
Valentine Nlebedim | H10a | VUNlebedim1 | vcard | Bayesian Statistics, statistical applications in biology and computational biology | |
James Salsbury | JSalsbury1 | vcard | Experimental Design, Assurance methods for Clinical Trials, Adaptive Clinical Trials | ||
Mr Ben Wigley | D15, Minalloy House | pra07brw | vcard |
Statistical Services Unit | |||||
---|---|---|---|---|---|
Name | Office | Phone | VCard | ||
Dr Amy Spencer | K06 | 23913 | Amy.Spencer | vcard | Biomedical Science |
Current grants
Mechanistic Model Misspecification (EPSRC CASE award sponsored by Microsoft Research) | EPSRC |
In Silico Trial for Tuberculosis Vaccine Development | EC |
Past grants
Improving GP emulation using calibration-aware dimension reduction (Industrial Funding of PhD studentship from Total S. A.) | |
Heritage Data Analytics: Sustainable strategies for large and complex stratigraphic and chronometric data | AHRC |
Enhancing Machine Learning with Physical Constraints for Predicting Microstructure Evolution | EPSRC |
Plastics: Redefining Single-Use | EPSRC |
Physically-informed probabilistic modelling of air pollution in Kampala using a low cost sensor network | EPSRC |
National Centre for Statistical Ecology - beyond 2010 | EPSRC |
Marine Ecosystems Research Programme | NERC |
Gaussian Process Emulators for Numerical Models | INO |
Development of a fully Bayesian framework for the identification and estimation of subgroup effects in Randomised Controlled Trials | MRC |
Uncertainty Quantification in Prospective and Predictive Patient Specific Cardiac Models | EPSRC |
Marine Ecosystems Research Programme Wp3 Topic 2 | NERC |
Statistical Model Data Comparison | EPSRC |
Machine learning for aerosol lifetime prediction | SCJ |
Automated tuning of palaeoclimate records | EPSRC |