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Personal profile

Research interests

My research is focussed on Bayesian stochastic modelling and inference across the interface of statistics, epidemiology, actuarial mathematics and life sciences. I have an interdisciplinary research record, with involvement in cross-sectional projects concerning statistical modelling in areas including critical illness insurance, epidemiological resilience to disease outbreaks and flood risk. My work also involves collaborations with researchers in life and biomedical sciences. I have supervised a number of PhD students to completion and I currently supervise PhD candidates in topics including Bayesian model assessment in epidemiology, chronic disease and mortality. Further research study opportunities are described on my personal webpage.

Biography

I hold an Associate Professor position at Heriot-Watt University. Previous posts include a lectureship at HWU (2004-2012) and post-doctoral positions at BioSS and HWU (2001-2004). I am member of the Board of Examiners for the Institute and Faculty of Actuaries in the UK, and external examiner for a number of institutes in the UK and overseas. Professional memberships: Fellow of the Royal Statistical Society; member of the International Society for Bayesian Analysis; member of the Greek Statistical Institute. Education: PhD in Statistics (Edinburgh U); MSc (with Distinction) in Statistics and OR (Essex U); Ptychion (BSc) in Statistics and Actuarial Science (Piraeus U, Greece).

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Insurance Mathematics
Approximate Bayesian Inference Mathematics
Methodology Mathematics
Data Augmentation Mathematics
nanotechnology Earth & Environmental Sciences
Epidemic Model Mathematics
Epidemiology Mathematics
Bayesian Analysis Mathematics

Co Author Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2001 2018

Comparison and Assessment of Epidemic Models

Gibson, G. J., Streftaris, G. & Thong, D., 2 Feb 2018, In : Statistical Science. 33, 1, p. 19-33 15 p.

Research output: Contribution to journalArticle

Open Access
File
Epidemic Model
Stochastic Epidemic Models
Stochastic Representation
Partial Observation
Individual-based Model

The Essential Elements of a Risk Governance Framework for Current and Future Nanotechnologies

Stone, V., Führ, M., Feindt, P. H., Bouwmeester, H., Linkov, I., Sabella, S., Murphy, F., Bizer, K., Tran, C. L., Ågerstrand, M., Fito, C., Andersen, T., Anderson, D., Bergamaschi, E., Cherrie, J. W., Cowan, S., Dalemcourt, J-F., Faure, M., Gabbert, S., Gajewicz, A. & 17 others, Fernandes, T. F., Hristozov, D., Johnston, H. J., Lansdown, T. C., Linder, S., Marvin, H. J. P., Mullins, M., Purnhagen, K., Puzyn, T., Sánchez-Jiménez, A., Scott-Fordsmand, J. J., Streftaris, G., van Tongeren, M., Voelcker, N. H., Voyiatzis, G., Yannopoulos, S. N. & Poortvliet, P. M., Jul 2018, In : Risk Analysis. 38, 7, p. 1321-1331 11 p.

Research output: Contribution to journalArticle

nanotechnology
stakeholder
decision making
governance approach
human behavior

A mechanistic spatio-temporal framework for modelling individual-to-individual transmission—With an application to the 2014-2015 West Africa Ebola outbreak

Lau, M. S. Y., Gibson, G. J., Adrakey, H., McClelland, A., Riley, S., Zelner, J., Streftaris, G., Funk, S., Metcalf, J., Dalziel, B. D. & Grenfell, B. T., 30 Oct 2017, In : PLOS Computational Biology. 13, 10, e1005798.

Research output: Contribution to journalArticle

Open Access
File
Western Africa
Disease Outbreaks
Population Density
Equipment and Supplies
Population

Estimation of under-reporting in epidemics using approximations

Gamado, K., Streftaris, G. & Zachary, S., Jun 2017, In : Journal of Mathematical Biology. 74, 7, p. 1683–1707 25 p.

Research output: Contribution to journalArticle

Open Access
File
Markov chain Monte Carlo
Approximation
Jump
Methodology
Stochastic model